Stem matrix$ (all stems)

381 papers:

PODS-2015-GuchtWWZ #communication #complexity #distributed #matrix #multi

The Communication Complexity of Distributed Set-Joins with Applications to Matrix Multiplication (DVG, RW, DPW, QZ), pp. 199–212.

SIGMOD-2015-TeflioudiGM #matrix #named #performance #retrieval #scalability

LEMP: Fast Retrieval of Large Entries in a Matrix Product (CT, RG, OM), pp. 107–122.

SIGMOD-2015-YuSC #dependence #distributed #matrix #performance

Exploiting Matrix Dependency for Efficient Distributed Matrix Computation (LY, YS, BC), pp. 93–105.

PLDI-2015-VenkatHS #data transformation #matrix

Loop and data transformations for sparse matrix code (AV, MWH, MS), pp. 521–532.

STOC-2015-AmbainisFG #matrix #multi #performance

Fast Matrix Multiplication: Limitations of the Coppersmith-Winograd Method (AA, YF, FLG), pp. 585–593.

STOC-2015-HenzingerKNS #multi #online #problem

Unifying and Strengthening Hardness for Dynamic Problems via the Online Matrix-Vector Multiplication Conjecture (MH, SK, DN, TS), pp. 21–30.

STOC-2015-SchulmanS #algorithm #analysis #matrix

Analysis of a Classical Matrix Preconditioning Algorithm (LJS, AS), pp. 831–840.

STOC-2015-ZhuLO #matrix #multi

Spectral Sparsification and Regret Minimization Beyond Matrix Multiplicative Updates (ZAZ, ZL, LO), pp. 237–245.

ICALP-v1-2015-Yu #algorithm #combinator #matrix #multi

An Improved Combinatorial Algorithm for Boolean Matrix Multiplication (HY), pp. 1094–1105.

CHI-2015-LiuS #matrix #representation #visual notation #visualisation

The Effects of Representation and Juxtaposition on Graphical Perception of Matrix Visualization (XL, HWS), pp. 269–278.

CHI-2015-ZhaoLDHW #comparison #named #sequence #visual notation

MatrixWave: Visual Comparison of Event Sequence Data (JZ, ZL, MD, AH, AW), pp. 259–268.

CSCW-2015-LeeP #concept #coordination #framework #matrix

From The Matrix to a Model of Coordinated Action (MoCA): A Conceptual Framework of and for CSCW (CPL, DP), pp. 179–194.

HIMI-IKC-2015-WangN #analysis #identification #matrix

Dot Matrix Analysis of Plant Operation Data for Identifying Sequential Alarms Triggered by Single Root Cause (ZW, MN), pp. 152–158.

ECIR-2015-GaillardR #adaptation #collaboration #matrix

Time-Sensitive Collaborative Filtering through Adaptive Matrix Completion (JG, JMR), pp. 327–332.

ICML-2015-GeZ #matrix

Intersecting Faces: Non-negative Matrix Factorization With New Guarantees (RG, JZ), pp. 2295–2303.

ICML-2015-GrosseS #matrix #scalability

Scaling up Natural Gradient by Sparsely Factorizing the Inverse Fisher Matrix (RBG, RS), pp. 2304–2313.

ICML-2015-HsiehND #learning #matrix

PU Learning for Matrix Completion (CJH, NN, ISD), pp. 2445–2453.

ICML-2015-LuoXZL #matrix

Support Matrix Machines (LL, YX, ZZ, WJL), pp. 938–947.

ICML-2015-SaRO #convergence #matrix #probability #problem

Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems (CDS, CR, KO), pp. 2332–2341.

ICML-2015-ZhangWJ #algorithm #bound #distributed #estimation #matrix #performance #rank

Distributed Estimation of Generalized Matrix Rank: Efficient Algorithms and Lower Bounds (YZ, MJW, MIJ), pp. 457–465.

ICML-2015-ZukW #matrix #metric #rank

Low-Rank Matrix Recovery from Row-and-Column Affine Measurements (OZ, AW), pp. 2012–2020.

KDD-2015-AhnKLRW #distributed #matrix #probability #scalability #using

Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC (SA, AK, NL, SR, MW), pp. 9–18.

KDD-2015-DevooghtKM #matrix

Dynamic Matrix Factorization with Priors on Unknown Values (RD, NK, AM), pp. 189–198.

KDD-2015-FeldmanT #approximate #big data #constraints #matrix

More Constraints, Smaller Coresets: Constrained Matrix Approximation of Sparse Big Data (DF, TT), pp. 249–258.

KDD-2015-KimCKRP #matrix #topic

Simultaneous Discovery of Common and Discriminative Topics via Joint Nonnegative Matrix Factorization (HK, JC, JK, CKR, HP), pp. 567–576.

KDD-2015-OhHYJ #matrix #parallel #performance #robust

Fast and Robust Parallel SGD Matrix Factorization (JO, WSH, HY, XJ), pp. 865–874.

KDD-2015-RuchanskyCT #matrix #query

Matrix Completion with Queries (NR, MC, ET), pp. 1025–1034.

MLDM-2015-MojahedBWI #analysis #clustering #matrix #semistructured data #similarity #using

Applying Clustering Analysis to Heterogeneous Data Using Similarity Matrix Fusion (SMF) (AM, JHBS, WW, BdlI), pp. 251–265.

RecSys-2015-BerliozFKBB #difference #matrix #privacy

Applying Differential Privacy to Matrix Factorization (AB, AF, MAK, RB, SB), pp. 107–114.

RecSys-2015-GriesnerAN #matrix #recommendation #towards

POI Recommendation: Towards Fused Matrix Factorization with Geographical and Temporal Influences (JBG, TA, HN), pp. 301–304.

RecSys-2015-LiuWS #matrix #performance

Fast Differentially Private Matrix Factorization (ZL, YXW, AJS), pp. 171–178.

RecSys-2015-SongCL #incremental #matrix #recommendation

Incremental Matrix Factorization via Feature Space Re-learning for Recommender System (QS, JC, HL), pp. 277–280.

RecSys-2015-Steck #matrix #ranking

Gaussian Ranking by Matrix Factorization (HS), pp. 115–122.

SIGIR-2015-ChenLZLS #approximate #matrix #named #recommendation #scalability

WEMAREC: Accurate and Scalable Recommendation through Weighted and Ensemble Matrix Approximation (CC, DL, YZ, QL, LS), pp. 303–312.

SIGIR-2015-LiKF #behaviour #matrix #predict

Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization (SL, JK, YF), pp. 875–878.

SIGIR-2015-LiLZS #matrix #modelling #multi #retrieval #using

Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation (QL, JL, PZ, DS), pp. 871–874.

SIGIR-2015-TanWX #matrix #multi #summary #topic

Joint Matrix Factorization and Manifold-Ranking for Topic-Focused Multi-Document Summarization (JT, XW, JX), pp. 987–990.

SAC-2015-FerreiraPC #graph #matrix

Exploring graph topology via matrix factorization to improve wikification (RF, MdGCP, MC), pp. 1099–1104.

SAC-2015-MatuszykVSJG #incremental #matrix #recommendation

Forgetting methods for incremental matrix factorization in recommender systems (PM, JV, MS, AMJ, JG), pp. 947–953.

ESEC-FSE-2015-NasrBAFBSD #architecture #matrix #named

MatrixMiner: a red pill to architect informal product descriptions in the matrix (SBN, GB, MA, JBFF, BB, NS, JMD), pp. 982–985.

CGO-2015-TangZLLHLG #multi #optimisation

Optimizing and auto-tuning scale-free sparse matrix-vector multiplication on Intel Xeon Phi (WTT, RZ, ML, YL, HPH, XL, RSMG), pp. 136–145.

PPoPP-2015-BensonB #framework #matrix #parallel #performance

A framework for practical parallel fast matrix multiplication (ARB, GB), pp. 42–53.

PPoPP-2015-ThebaultPD #3d #assembly #case study #implementation #matrix #performance #scalability

Scalable and efficient implementation of 3d unstructured meshes computation: a case study on matrix assembly (LT, EP, QD), pp. 120–129.

ICST-2015-KorosecP #agile #matrix

Supporting the Transition to an Agile Test Matrix (RK, RP), pp. 1–2.

RTA-2015-Waldmann #matrix

Matrix Interpretations on Polyhedral Domains (JW), pp. 318–333.

CASE-2014-ShiWS #approximate #matrix

Approximation method to rank-one binary matrix factorization (ZS, LW, LS), pp. 800–805.

DAC-2014-ApostolopoulouDES #matrix #scalability #simulation

Selective Inversion of Inductance Matrix for Large-Scale Sparse RLC Simulation (IA, KD, NEE, GIS), p. 6.

VLDB-2014-GhashamiPL #approximate #distributed #matrix

Continuous Matrix Approximation on Distributed Data (MG, JMP, FL), pp. 809–820.

VLDB-2014-YunYHVD #algorithm #distributed #matrix #multi #named #probability

NOMAD: Nonlocking, stOchastic Multi-machine algorithm for Asynchronous and Decentralized matrix completion (HY, HFY, CJH, SVNV, ISD), pp. 975–986.

STOC-2014-BoutsidisW #matrix

Optimal CUR matrix decompositions (CB, DPW), pp. 353–362.

STOC-2014-FournierLMS #bound #matrix #multi

Lower bounds for depth 4 formulas computing iterated matrix multiplication (HF, NL, GM, SS), pp. 128–135.

ICALP-v1-2014-WimmerWZ #complexity #matrix #query

Optimal Query Complexity for Estimating the Trace of a Matrix (KW, YW, PZ), pp. 1051–1062.

CHI-2014-BachPF #matrix #network #visualisation

Visualizing dynamic networks with matrix cubes (BB, EP, JDF), pp. 877–886.

VISSOFT-2014-RufiangeM #evolution #named #visualisation

AniMatrix: A Matrix-Based Visualization of Software Evolution (SR, GM), pp. 137–146.

CIKM-2014-ChenC #data type #incremental #matrix #named

GI-NMF: Group Incremental Non-Negative Matrix Factorization on Data Streams (XC, KSC), pp. 1119–1128.

CIKM-2014-WangPX #collaboration #matrix #named #recommendation

HGMF: Hierarchical Group Matrix Factorization for Collaborative Recommendation (XW, WP, CX), pp. 769–778.

CIKM-2014-YuSYL #distributed #matrix #probability

Distributed Stochastic ADMM for Matrix Factorization (ZQY, XJS, LY, WJL), pp. 1259–1268.

CIKM-2014-ZhangZZLM #comprehension #constraints #matrix

Understanding the Sparsity: Augmented Matrix Factorization with Sampled Constraints on Unobservables (YZ, MZ, YZ, YL, SM), pp. 1189–1198.

ECIR-2014-BaiGLC #documentation #linear #matrix #modelling

Local Linear Matrix Factorization for Document Modeling (LB, JG, YL, XC), pp. 398–411.

ICML-c1-2014-ChenBSW #matrix

Coherent Matrix Completion (YC, SB, SS, RW), pp. 674–682.

ICML-c2-2014-Bhojanapalli0 #matrix

Universal Matrix Completion (SB, PJ), pp. 1881–1889.

ICML-c2-2014-GunasekarRG #constraints #exponential #matrix #product line

Exponential Family Matrix Completion under Structural Constraints (SG, PR, JG), pp. 1917–1925.

ICML-c2-2014-HaeffeleYV #algorithm #image #matrix #rank

Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing (BDH, EY, RV), pp. 2007–2015.

ICML-c2-2014-Hernandez-LobatoHG14a #matrix #probability

Probabilistic Matrix Factorization with Non-random Missing Data (JMHL, NH, ZG), pp. 1512–1520.

ICML-c2-2014-HoulsbyHG #learning #matrix #robust

Cold-start Active Learning with Robust Ordinal Matrix Factorization (NH, JMHL, ZG), pp. 766–774.

ICML-c2-2014-KondorTG #matrix #multi

Multiresolution Matrix Factorization (RK, NT, VG), pp. 1620–1628.

ICML-c2-2014-TanTWVP #matrix

Riemannian Pursuit for Big Matrix Recovery (MT, IWT, LW, BV, SJP), pp. 1539–1547.

ICML-c2-2014-WangLLFDY #matrix

Rank-One Matrix Pursuit for Matrix Completion (ZW, MJL, ZL, WF, HD, JY), pp. 91–99.

ICPR-2014-ChangWW #image #matrix #multi

Multi-view Nonnegative Matrix Factorization for Clothing Image Characterization (WYC, CPW, YCFW), pp. 1272–1277.

ICPR-2014-ChaudhariM #clustering #matrix #semistructured data #symmetry #using

Average Overlap for Clustering Incomplete Data Using Symmetric Non-negative Matrix Factorization (SC, MNM), pp. 1431–1436.

ICPR-2014-DengHXC #analysis #composition #matrix #rank

Sparse and Low Rank Matrix Decomposition Based Local Morphological Analysis and Its Application to Diagnosis of Cirrhosis Livers (JD, XHH, GX, YWC), pp. 3363–3368.

ICPR-2014-GognaSM #matrix #using

Matrix Recovery Using Split Bregman (AG, AS, AM), pp. 1031–1036.

ICPR-2014-MoeiniMF #image #invariant #matrix #realtime #recognition

Real-Time Pose-Invariant Face Recognition by Triplet Pose Sparse Matrix from Only a Single Image (AM, HM, KF), pp. 465–470.

ICPR-2014-NourbakhshBP #approach #graph #matrix

A Matrix Factorization Approach to Graph Compression (FN, SRB, MP), pp. 76–81.

ICPR-2014-RaghavendraRYB #assessment #automation #empirical #matrix #quality #using #video

Automatic Face Quality Assessment from Video Using Gray Level Co-occurrence Matrix: An Empirical Study on Automatic Border Control System (RR, KBR, BY, CB), pp. 438–443.

ICPR-2014-RenL14a #identification #matrix

Person Re-identification Based on Relaxed Nonnegative Matrix Factorization with Regularizations (WR, GL), pp. 4654–4659.

ICPR-2014-ZenRS #distance #learning #matrix #metric

Simultaneous Ground Metric Learning and Matrix Factorization with Earth Mover’s Distance (GZ, ER, NS), pp. 3690–3695.

KDD-2014-LianZXSCR #matrix #modelling #named #recommendation

GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation (DL, CZ, XX, GS, EC, YR), pp. 831–840.

RecSys-2014-BauerN #framework #matrix

A framework for matrix factorization based on general distributions (JB, AN), pp. 249–256.

RecSys-2014-BhagatWIT #learning #matrix #recommendation #using

Recommending with an agenda: active learning of private attributes using matrix factorization (SB, UW, SI, NT), pp. 65–72.

RecSys-2014-FazeliLBDS #matrix #social #trust

Implicit vs. explicit trust in social matrix factorization (SF, BL, AB, HD, PBS), pp. 317–320.

RecSys-2014-PetroniQ #clustering #distributed #graph #matrix #named #probability

GASGD: stochastic gradient descent for distributed asynchronous matrix completion via graph partitioning (FP, LQ), pp. 241–248.

SIGIR-2014-CaiLR #documentation #matrix #personalisation #probability #ranking

Personalized document re-ranking based on Bayesian probabilistic matrix factorization (FC, SL, MdR), pp. 835–838.

PPDP-J-2012-Emden14 #matrix

Matrix Code (MHvE), pp. 3–21.

GPCE-2014-KaminGAXYC #multi #optimisation #runtime

Optimization by runtime specialization for sparse matrix-vector multiplication (SK, MJG, BA, DX, BY, ZC), pp. 93–102.

SAC-2014-ChoiSP #2d #classification #correlation #distance #image #matrix

Matrix correlation distance for 2D image classification (HC, JS, HP), pp. 1741–1742.

SAC-2014-LiW #clustering #matrix #multi

Single multiplicatively updated matrix factorization for co-clustering (ZL, XW), pp. 97–104.

SAC-2014-Zheng #matrix #using

Semi-supervised context-aware matrix factorization: using contexts in a way of “latent” factors (YZ), pp. 292–293.

HPDC-2014-BeaumontM #analysis #matrix #multi #scheduling

Analysis of dynamic scheduling strategies for matrix multiplication on heterogeneous platforms (OB, LM), pp. 141–152.

HPDC-2014-XiangMA #matrix #pipes and filters #scalability #using

Scalable matrix inversion using MapReduce (JX, HM, AA), pp. 177–190.

PPoPP-2014-CatanzaroKG #composition #matrix

A decomposition for in-place matrix transposition (BCC, AK, MG), pp. 193–206.

ASE-2013-SannierAB #case study #comparison #matrix #variability #wiki

From comparison matrix to Variability Model: The Wikipedia case study (NS, MA, BB), pp. 580–585.

CASE-2013-SoviziK #matrix #nondeterminism #parallel #random #using

Uncertainty characterization in serial and parallel manipulators using random matrix theory (JS, VNK), pp. 312–317.

HT-2013-ZhangZLM #collaboration #framework #matrix

A general collaborative filtering framework based on matrix bordered block diagonal forms (YZ, MZ, YL, SM), pp. 219–224.

ICSM-2013-BosS #ide #matrix #named

TRINITY: An IDE for the Matrix (JvdB, TvdS), pp. 520–523.

PLDI-2013-LiTCS #adaptation #multi #named

SMAT: an input adaptive auto-tuner for sparse matrix-vector multiplication (JL, GT, MC, NS), pp. 117–126.

STOC-2013-AlonLSV #algorithm #approximate #matrix #rank

The approximate rank of a matrix and its algorithmic applications: approximate rank (NA, TL, AS, SV), pp. 675–684.

STOC-2013-JainNS #matrix #rank #using

Low-rank matrix completion using alternating minimization (PJ, PN, SS), pp. 665–674.

DUXU-PMT-2013-JiangL #adaptation #effectiveness #matrix #using

Understand System’s Relative Effectiveness Using Adapted Confusion Matrix (NJ, HL), pp. 294–302.

HIMI-LCCB-2013-ValtolinaBBB #information management #named #visual notation

ArchMatrix: Knowledge Management and Visual Analytics for Archaeologists (SV, BRB, GBG, SB), pp. 258–266.

VISSOFT-2013-AbuthawabehBZD #matrix #multi #visualisation

Finding structures in multi-type code couplings with node-link and matrix visualizations (AA, FB, DZ, SD), pp. 1–10.

VISSOFT-2013-AbuthawabehZ #comprehension #interactive #multi #named #visualisation

IMMV: An interactive multi-matrix visualization for program comprehension (AA, DZ), pp. 1–4.

VISSOFT-2013-Wehrwein #lightweight #matrix #reverse engineering #using #visualisation

Lightweight software reverse engineering using augmented matrix visualizations (BW), pp. 1–4.

CIKM-2013-ChanLKLBR #graph #matrix #using

Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation (JC, WL, AK, CL, JB, KR), pp. 811–816.

ICML-c1-2013-ChenLYY #functional #matrix #using

General Functional Matrix Factorization Using Gradient Boosting (TC, HL, QY, YY), pp. 436–444.

ICML-c1-2013-KumarSK #algorithm #matrix #performance

Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization (AK, VS, PK), pp. 231–239.

ICML-c2-2013-HanL #estimation #matrix

Transition Matrix Estimation in High Dimensional Time Series (FH, HL), pp. 172–180.

ICML-c2-2013-LeeKLS #approximate #matrix #rank

Local Low-Rank Matrix Approximation (JL, SK, GL, YS), pp. 82–90.

ICML-c2-2013-Tran-DinhKC #framework #graph #learning #matrix

A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions (QTD, ATK, VC), pp. 271–279.

ICML-c3-2013-ChenC #matrix

Spectral Compressed Sensing via Structured Matrix Completion (YC, YC), pp. 414–422.

ICML-c3-2013-GonenKK #kernel #matrix

Kernelized Bayesian Matrix Factorization (MG, SAK, SK), pp. 864–872.

ICML-c3-2013-SimsekliCY #learning #matrix #modelling

Learning the β-Divergence in Tweedie Compound Poisson Matrix Factorization Models (US, ATC, YKY), pp. 1409–1417.

ICML-c3-2013-XuZZ #matrix #performance

Fast Max-Margin Matrix Factorization with Data Augmentation (MX, JZ, BZ), pp. 978–986.

ICML-c3-2013-YangLZ #learning #matrix #multi

Multi-Task Learning with Gaussian Matrix Generalized Inverse Gaussian Model (MY, YL, ZZ), pp. 423–431.

ICML-c3-2013-YiZJQJ #clustering #matrix #similarity

Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion (JY, LZ, RJ, QQ, AKJ), pp. 1400–1408.

KDD-2013-KuangP #clustering #documentation #matrix #performance

Fast rank-2 nonnegative matrix factorization for hierarchical document clustering (DK, HP), pp. 739–747.

KDD-2013-Liberty #matrix #sketching

Simple and deterministic matrix sketching (EL), pp. 581–588.

KDD-2013-LozanoJD #distance #estimation #matrix #multi #robust

Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance (ACL, HJ, XD), pp. 293–301.

KDD-2013-ZhengDMZ #collaboration #interactive #matrix #multi #predict

Collaborative matrix factorization with multiple similarities for predicting drug-target interactions (XZ, HD, HM, SZ), pp. 1025–1033.

RecSys-2013-KoenigsteinP #embedded #feature model #matrix #recommendation

Xbox movies recommendations: variational bayes matrix factorization with embedded feature selection (NK, UP), pp. 129–136.

RecSys-2013-KoyejoAG #collaboration #matrix

Retargeted matrix factorization for collaborative filtering (OK, SA, JG), pp. 49–56.

RecSys-2013-PuF #comprehension #matrix #recommendation #relational

Understanding and improving relational matrix factorization in recommender systems (LP, BF), pp. 41–48.

RecSys-2013-SchelterBSAM #distributed #matrix #pipes and filters #using

Distributed matrix factorization with mapreduce using a series of broadcast-joins (SS, CB, MS, AA, VM), pp. 281–284.

RecSys-2013-ZhuangCJL #matrix #memory management #parallel #performance

A fast parallel SGD for matrix factorization in shared memory systems (YZ, WSC, YCJ, CJL), pp. 249–256.

SAC-2013-MokarizadehDMB #matrix #privacy #social

Enhancing social matrix factorization with privacy (SM, ND, MM, RB), pp. 277–278.

SAC-2013-ZengC #data fusion #matrix #recommendation #semistructured data

Heterogeneous data fusion via matrix factorization for augmenting item, group and friend recommendations (WZ, LC), pp. 237–244.

DAC-2012-ChajiJ #low cost

Generic low-cost characterization of Vth and mobility variations in LTPS TFTs for non-uniformity calibration of active-matrix OLED displays (GRC, JJ), pp. 182–187.

DATE-2012-WangLPW #algorithm #difference #linear #simulation

An operational matrix-based algorithm for simulating linear and fractional differential circuits (YW, HL, GKHP, NW), pp. 1463–1466.

HT-2012-KontopoulouPKG #graph #matrix #metric

Graph and matrix metrics to analyze ergodic literature for children (EMK, MP, TK, EG), pp. 133–142.

STOC-2012-AroraGKM #matrix

Computing a nonnegative matrix factorization — provably (SA, RG, RK, AM), pp. 145–162.

STOC-2012-CheungKL #algorithm #matrix #performance #rank

Fast matrix rank algorithms and applications (HYC, TCK, LCL), pp. 549–562.

ICALP-v1-2012-JefferyKM #complexity #graph #matrix #multi #quantum #query #using

Improving Quantum Query Complexity of Boolean Matrix Multiplication Using Graph Collision (SJ, RK, FM), pp. 522–532.

ICALP-v1-2012-Zouzias #algorithm #matrix

A Matrix Hyperbolic Cosine Algorithm and Applications (AZ), pp. 846–858.

CIKM-2012-KoenigsteinRS #framework #matrix #performance #recommendation #retrieval

Efficient retrieval of recommendations in a matrix factorization framework (NK, PR, YS), pp. 535–544.

CIKM-2012-LowZ #matrix #performance #query #similarity

Fast top-k similarity queries via matrix compression (YL, AXZ), pp. 2070–2074.

CIKM-2012-WuCLXBZ #matrix #probability

Leveraging tagging for neighborhood-aware probabilistic matrix factorization (LW, EC, QL, LX, TB, LZ), pp. 1854–1858.

CIKM-2012-YanGLCW #clustering #matrix #using

Clustering short text using Ncut-weighted non-negative matrix factorization (XY, JG, SL, XC, YW), pp. 2259–2262.

CIKM-2012-YaoC #locality #matrix

Accelerating locality preserving nonnegative matrix factorization (GY, DC), pp. 2271–2274.

ICML-2012-KiralyT #algebra #approach #combinator #matrix #rank

A Combinatorial Algebraic Approach for the Identifiability of Low-Rank Matrix Completion (FJK, RT), p. 100.

ICML-2012-MahoneyDMW #approximate #matrix #performance #statistics

Fast approximation of matrix coherence and statistical leverage (MWM, PD, MMI, DPW), p. 137.

ICML-2012-MorvantKR #bound #classification #matrix #multi

PAC-Bayesian Generalization Bound on Confusion Matrix for Multi-Class Classification (EM, SK, LR), p. 158.

ICML-2012-PurushothamL #collaboration #matrix #recommendation #social #topic

Collaborative Topic Regression with Social Matrix Factorization for Recommendation Systems (SP, YL), p. 92.

ICML-2012-ShanKRBSR #matrix #predict #probability #using

Gap Filling in the Plant Kingdom — Trait Prediction Using Hierarchical Probabilistic Matrix Factorization (HS, JK, PBR, AB, FS, MR), p. 47.

ICML-2012-StulpS #adaptation #matrix #policy

Path Integral Policy Improvement with Covariance Matrix Adaptation (FS, OS), p. 201.

ICML-2012-WangX #collaboration #matrix

Stability of matrix factorization for collaborative filtering (YXW, HX), p. 26.

ICML-2012-YangO #clustering #composition #matrix #probability #rank

Clustering by Low-Rank Doubly Stochastic Matrix Decomposition (ZY, EO), p. 94.

ICML-2012-YgerBGR #adaptation #analysis #canonical #correlation #matrix

Adaptive Canonical Correlation Analysis Based On Matrix Manifolds (FY, MB, GG, AR), p. 43.

ICPR-2012-GuyonBZ #constraints #detection #matrix #rank #robust

Foreground detection via robust low rank matrix factorization including spatial constraint with Iterative reweighted regression (CG, TB, EHZ), pp. 2805–2808.

ICPR-2012-KirbizG #matrix #music

Perceptually weighted Non-negative Matrix Factorization for blind single-channel music source separation (SK, BG), pp. 226–229.

ICPR-2012-LiCWLG #matrix #robust

Robust lyric search based on weighted syllable confusion matrix (BL, FC, QW, GL, JG), pp. 613–616.

ICPR-2012-NielsenLYV #matrix

Jensen divergence based SPD matrix means and applications (FN, ML, XY, BCV), pp. 2841–2844.

ICPR-2012-TuH #invariant #matrix #recognition

Dual subspace nonnegative matrix factorization for person-invariant facial expression recognition (YHT, CTH), pp. 2391–2394.

ICPR-2012-WangAG #adaptation #feature model #graph #matrix

Adaptive graph regularized Nonnegative Matrix Factorization via feature selection (JW, IA, XG), pp. 963–966.

ICPR-2012-XieLH #clustering #matrix #multi

Multi-task co-clustering via nonnegative matrix factorization (SX, HL, YH), pp. 2954–2958.

KDD-2012-HuZLYH #matrix

Accelerated singular value thresholding for matrix completion (YH, DZ, JL, JY, XH), pp. 298–306.

KDD-2012-SilvaC #learning #matrix #online

Active learning for online bayesian matrix factorization (JGS, LC), pp. 325–333.

KDD-2012-ZhangY #bound #community #detection #matrix

Overlapping community detection via bounded nonnegative matrix tri-factorization (YZ, DYY), pp. 606–614.

MLDM-2012-Moreira-MatiasMGB #categorisation #classification #matrix #using

Text Categorization Using an Ensemble Classifier Based on a Mean Co-association Matrix (LMM, JMM, JG, PB), pp. 525–539.

RecSys-2012-HuangXP #matrix

Constrained collective matrix factorization (YJH, EWX, RP), pp. 237–240.

RecSys-2012-KarimiFNS #learning #matrix #recommendation

Exploiting the characteristics of matrix factorization for active learning in recommender systems (RK, CF, AN, LST), pp. 317–320.

SIGIR-2012-JungL #matrix #probability

Inferring missing relevance judgments from crowd workers via probabilistic matrix factorization (HJJ, ML), pp. 1095–1096.

SIGIR-2012-WangCXL #matrix #modelling #scalability #topic

Group matrix factorization for scalable topic modeling (QW, ZC, JX, HL), pp. 375–384.

PPDP-2012-Emden #matrix

Matrix code (MvE), pp. 13–24.

RE-2012-BekkersBBMWW #matrix #maturity

Evaluating the Software Product Management Maturity Matrix (WB, SB, LvdB, FM, CW, IvdW), pp. 51–60.

RE-2012-LiZ0 #configuration management #feature model #modelling #named

MbFM: A matrix-based tool for modeling and configuring feature models (LL, HZ, WZ), pp. 325–326.

SAC-2012-WickerPK #classification #composition #matrix #multi #using

Multi-label classification using boolean matrix decomposition (JW, BP, SK), pp. 179–186.

PPoPP-2012-DuBBHD #fault tolerance #matrix

Algorithm-based fault tolerance for dense matrix factorizations (PD, AB, GB, TH, JD), pp. 225–234.

ICLP-2012-BanbaraTI #generative #matrix #programming #testing

Generating Event-Sequence Test Cases by Answer Set Programming with the Incidence Matrix (MB, NT, KI), pp. 86–97.

DAC-2011-ChaiJ #complexity #equation #linear #matrix

Direct matrix solution of linear complexity for surface integral-equation based impedance extraction of high bandwidth interconnects (WC, DJ), pp. 206–211.

DATE-2011-WuWWZLXY #architecture #parallel #programming

Gemma in April: A matrix-like parallel programming architecture on OpenCL (TW, DW, YW, XZ, HL, NX, HY), pp. 703–708.

VLDB-2011-YangPS #graph #mining #multi #performance

Fast Sparse Matrix-Vector Multiplication on GPUs: Implications for Graph Mining (XY, SP, PS), pp. 231–242.

PLDI-2011-SatoI #automation #matrix #parallel

Automatic parallelization via matrix multiplication (SS, HI), pp. 470–479.

DLT-J-2009-Zetzsche11 #capacity #comprehension #generative #matrix #towards

Toward Understanding the Generative Capacity of Erasing Rules in Matrix Grammars (GZ), pp. 411–426.

CIKM-2011-Garza #classification #matrix

Structured data classification by means of matrix factorization (PG), pp. 2165–2168.

CIKM-2011-KongDH #matrix #robust #using

Robust nonnegative matrix factorization using L21-norm (DK, CHQD, HH), pp. 673–682.

CIKM-2011-WangHD #clustering #matrix #multi #relational #symmetry

Simultaneous clustering of multi-type relational data via symmetric nonnegative matrix tri-factorization (HW, HH, CHQD), pp. 279–284.

ICML-2011-AgarwalNW #composition #matrix

Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions (AA, SN, MJW), pp. 1129–1136.

ICML-2011-AgovicBC #matrix #probability

Probabilistic Matrix Addition (AA, AB, SC), pp. 1025–1032.

ICML-2011-AroraGKF #clustering #matrix

Clustering by Left-Stochastic Matrix Factorization (RA, MRG, AK, MF), pp. 761–768.

ICML-2011-ChenXCS #matrix #robust

Robust Matrix Completion and Corrupted Columns (YC, HX, CC, SS), pp. 873–880.

ICML-2011-ZhouT #composition #matrix #named #random

GoDec: Randomized Lowrank & Sparse Matrix Decomposition in Noisy Case (TZ, DT), pp. 33–40.

KDD-2011-GemullaNHS #distributed #matrix #probability #scalability

Large-scale matrix factorization with distributed stochastic gradient descent (RG, EN, PJH, YS), pp. 69–77.

KDD-2011-HsiehD #coordination #matrix #performance

Fast coordinate descent methods with variable selection for non-negative matrix factorization (CJH, ISD), pp. 1064–1072.

KDD-2011-MiettinenV #matrix #order

Model order selection for boolean matrix factorization (PM, JV), pp. 51–59.

RecSys-2011-BaltrunasLR #matrix #recommendation

Matrix factorization techniques for context aware recommendation (LB, BL, FR), pp. 301–304.

RecSys-2011-CamposDS #evaluation #matrix #predict #recommendation #testing #towards

Towards a more realistic evaluation: testing the ability to predict future tastes of matrix factorization-based recommenders (PGC, FD, MASM), pp. 309–312.

RecSys-2011-ForbesZ #matrix #recommendation

Content-boosted matrix factorization for recommender systems: experiments with recipe recommendation (PF, MZ), pp. 261–264.

RecSys-2011-XinS #matrix #multi #probability #recommendation

Multi-value probabilistic matrix factorization for IP-TV recommendations (YX, HS), pp. 221–228.

RecSys-2011-ZhangAC #flexibility #matrix

Generalizing matrix factorization through flexible regression priors (LZ, DA, BCC), pp. 13–20.

SIGIR-2011-WangHND #classification #information management #matrix #using #web

Cross-language web page classification via dual knowledge transfer using nonnegative matrix tri-factorization (HW, HH, FN, CHQD), pp. 933–942.

SIGIR-2011-ZhouYZ #functional #matrix #recommendation

Functional matrix factorizations for cold-start recommendation (KZ, SHY, HZ), pp. 315–324.

SAC-2011-FormigaLSDT #assessment #matrix #recognition #scalability

An assessment of data matrix barcode recognition under scaling, rotation and cylindrical warping (AdAF, RDL, SJS, GD, MT), pp. 266–267.

RTA-2011-NeurauterM #matrix #proving #term rewriting #termination

Revisiting Matrix Interpretations for Proving Termination of Term Rewriting (FN, AM), pp. 251–266.

DAC-2010-WangLPW #modelling #multi #named

MFTI: matrix-format tangential interpolation for modeling multi-port systems (YW, CUL, GKHP, NW), pp. 683–686.

DocEng-2010-NamaneSM #feature model #matrix #recognition #using

Degraded dot matrix character recognition using CSM-based feature extraction (AN, EHS, PM), pp. 207–210.

CIAA-2010-LiuGLT #automaton #composition #matrix #regular expression

Compressing Regular Expressions’ DFA Table by Matrix Decomposition (YL, LG, PL, JT), pp. 282–289.

ICFP-2010-ArnoldHKBS #matrix #specification #verification

Specifying and verifying sparse matrix codes (GA, JH, ASK, RB, MS), pp. 249–260.

SOFTVIS-2010-Zeckzer #layout #matrix #using #visualisation

Visualizing software entities using a matrix layout (DZ), pp. 207–208.

CIKM-2010-FangS #approximate #information retrieval #matrix #multi

Hypergraph-based multilevel matrix approximation for text information retrieval (HrF, YS), pp. 1597–1600.

CIKM-2010-ThurauKB #matrix

Yes we can: simplex volume maximization for descriptive web-scale matrix factorization (CT, KK, CB), pp. 1785–1788.

ICML-2010-BouzyM #game studies #learning #matrix #multi

Multi-agent Learning Experiments on Repeated Matrix Games (BB, MM), pp. 119–126.

ICML-2010-HoffmanBC #matrix #music #parametricity

Bayesian Nonparametric Matrix Factorization for Recorded Music (MDH, DMB, PRC), pp. 439–446.

ICML-2010-MackeyWJ #matrix

Mixed Membership Matrix Factorization (LWM, DJW, MIJ), pp. 711–718.

ICML-2010-NakajimaS #matrix

Implicit Regularization in Variational Bayesian Matrix Factorization (SN, MS), pp. 815–822.

ICPR-2010-JammalamadakaJKM #matrix #using

Discriminative Basis Selection Using Non-negative Matrix Factorization (AJ, SJ, SK, BSM), pp. 1533–1536.

ICPR-2010-KirbizCG #matrix #modelling

Bayesian Inference for Nonnegative Matrix Factor Deconvolution Models (SK, ATC, BG), pp. 2812–2815.

ICPR-2010-Seo #detection #distance #matrix

Speaker Change Detection Based on the Pairwise Distance Matrix (JSS), pp. 93–96.

ICPR-2010-YamashitaW #correlation #matrix

Subspace Methods with Globally/Locally Weighted Correlation Matrix (YY, TW), pp. 4259–4262.

RecSys-2010-JamaliE #matrix #network #recommendation #social #trust

A matrix factorization technique with trust propagation for recommendation in social networks (MJ, ME), pp. 135–142.

RecSys-2010-PilaszyZT #dataset #feedback #matrix #performance

Fast als-based matrix factorization for explicit and implicit feedback datasets (IP, DZ, DT), pp. 71–78.

RecSys-2010-ShiLH #collaboration #learning #matrix #rank

List-wise learning to rank with matrix factorization for collaborative filtering (YS, ML, AH), pp. 269–272.

SIGIR-2010-WangDL #comprehension #documentation #matrix #set

Feature subset non-negative matrix factorization and its applications to document understanding (DW, CHQD, TL), pp. 805–806.

SAC-2010-ChenS #3d #interactive #matrix #modelling

Modeling cardinal directions in the 3D space with the objects interaction cube matrix (TC, MS), pp. 906–910.

PPoPP-2010-ChoiSV #modelling #multi

Model-driven autotuning of sparse matrix-vector multiply on GPUs (JC, AS, RWV), pp. 115–126.

RTA-2010-Waldmann #bound #matrix

Polynomially Bounded Matrix Interpretations (JW), pp. 357–372.

WCRE-1999-LavalDDB99a #dependence #identification #matrix

Identifying Cycle Causes with Enriched Dependency Structural Matrix (JL, SD, SD, AB), pp. 113–122.

SAS-2009-DrapeV #matrix #obfuscation

Creating Transformations for Matrix Obfuscation (SD, IV), pp. 273–292.

STOC-2009-BabaiBS #matrix #polynomial

Polynomial-time theory of matrix groups (LB, RB, ÁS), pp. 55–64.

STOC-2009-NguyenDT #algorithm #approximate #matrix #performance #rank

A fast and efficient algorithm for low-rank approximation of a matrix (NHN, TTD, TDT), pp. 215–224.

DLT-2009-AlmeidaS #matrix

Matrix Mortality and the Cerný-Pin Conjecture (JA, BS), pp. 67–80.

DLT-2009-Zetzsche #matrix #petri net

Erasing in Petri Net Languages and Matrix Grammars (GZ), pp. 490–501.

CHI-2009-TalbotLKT #classification #interactive #machine learning #multi #named #visualisation

EnsembleMatrix: interactive visualization to support machine learning with multiple classifiers (JT, BL, AK, DST), pp. 1283–1292.

HCD-2009-KobayashiN #guidelines #matrix #usability

Mapping of Usability Guidelines onto User’s Temporal Viewpoint Matrix (TK, HN), pp. 75–83.

CIKM-2009-MaYKL #collaboration #consistency #matrix #statistics

Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering (HM, HY, IK, MRL), pp. 767–776.

ICML-2009-ChengSS #markov #matrix #modelling

Matrix updates for perceptron training of continuous density hidden Markov models (CCC, FS, LKS), pp. 153–160.

ICML-2009-LawrenceU #matrix #process

Non-linear matrix factorization with Gaussian processes (NDL, RU), pp. 601–608.

ICML-2009-LiYX #collaboration #generative #learning

Transfer learning for collaborative filtering via a rating-matrix generative model (BL, QY, XX), pp. 617–624.

KDD-2009-ShenJY #matrix #mining

Mining discrete patterns via binary matrix factorization (BHS, SJ, JY), pp. 757–766.

RecSys-2009-WeimerKB #matrix #recommendation

Maximum margin matrix factorization for code recommendation (MW, AK, MB), pp. 309–312.

SIGIR-2009-YuZLG #collaboration #matrix #parametricity #performance #scalability

Fast nonparametric matrix factorization for large-scale collaborative filtering (KY, SZ, JDL, YG), pp. 211–218.

SAC-2009-Brand #composition #constraints #matrix #problem

The sum-of-increments constraint in the consecutive-ones matrix decomposition problem (SB), pp. 1417–1418.

SAC-2009-ShenU #approximate #composition #concept #matrix #multi

A class of multistep sparse matrix strategies for concept decomposition matrix approximation (CS, MU), pp. 1714–1718.

DAC-2008-Garland #gpu #manycore #matrix

Sparse matrix computations on manycore GPU’s (MG), pp. 2–6.

SIGMOD-2008-PanZW #clustering #composition #dataset #matrix #named #performance #scalability

CRD: fast co-clustering on large datasets utilizing sampling-based matrix decomposition (FP, XZ, WW), pp. 173–184.

STOC-2008-Sherstov #bound #communication #matrix #quantum

The pattern matrix method for lower bounds on quantum communication (AAS), pp. 85–94.

LATA-2008-Steinberg #matrix #sequence #theorem

Subsequence Counting, Matrix Representations and a Theorem of Eilenberg (BS), pp. 6–10.

CIKM-2008-ChenWD #approach #clustering #documentation

A matrix-based approach for semi-supervised document co-clustering (YC, LW, MD), pp. 1523–1524.

CIKM-2008-HsuC08a #matrix #order #performance #web

Efficient web matrix processing based on dual reordering (CMH, MSC), pp. 1389–1390.

CIKM-2008-MaYLK08a #matrix #named #probability #recommendation #social #using

SoRec: social recommendation using probabilistic matrix factorization (HM, HY, MRL, IK), pp. 931–940.

ICML-2008-BiggsGV #matrix

Nonnegative matrix factorization via rank-one downdate (MB, AG, SAV), pp. 64–71.

ICML-2008-SalakhutdinovM08a #markov #matrix #monte carlo #probability #using

Bayesian probabilistic matrix factorization using Markov chain Monte Carlo (RS, AM), pp. 880–887.

ICPR-2008-BucakG #clustering #incremental #matrix

Incremental clustering via nonnegative matrix factorization (SSB, BG), pp. 1–4.

ICPR-2008-KazuiMMF #detection #matrix #using

Incoherent motion detection using a time-series Gram matrix feature (MK, MM, SM, HF), pp. 1–5.

ICPR-2008-KinoshenkoMY #distance #image #matrix #retrieval

Block-diagonal form of distance matrix for region-based image retrieval (DK, VM, EY), pp. 1–4.

ICPR-2008-LiZ #algorithm #fixpoint #matrix #named #performance

FastNMF: A fast monotonic fixed-point non-negative Matrix Factorization algorithm with high ease of use (LL, YJZ), pp. 1–4.

ICPR-2008-ScrippsTCE #approach #matrix #predict

A matrix alignment approach for link prediction (JS, PNT, FC, AHE), pp. 1–4.

ICPR-2008-WangWH #matrix

Structure and motion factorization under quasi-perspective projection with missing data in tracking matrix (GW, QMJW, WH), pp. 1–4.

KDD-2008-HyvonenMT #matrix

Interpretable nonnegative matrix decompositions (SH, PM, ET), pp. 345–353.

KDD-2008-SinghG #learning #matrix #relational

Relational learning via collective matrix factorization (APS, GJG), pp. 650–658.

RecSys-2008-RendleS #kernel #matrix #modelling #recommendation #scalability

Online-updating regularized kernel matrix factorization models for large-scale recommender systems (SR, LST), pp. 251–258.

RecSys-2008-TakacsPNT #algorithm #matrix #problem

Matrix factorization and neighbor based algorithms for the netflix prize problem (GT, IP, BN, DT), pp. 267–274.

SIGIR-2008-WangLZD #analysis #matrix #multi #semantics #summary #symmetry

Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization (DW, TL, SZ, CHQD), pp. 307–314.

PPoPP-2008-ChanZBQQG #named #parallel #runtime #scheduling #thread

SuperMatrix: a multithreaded runtime scheduling system for algorithms-by-blocks (EC, FGVZ, PB, ESQO, GQO, RAvdG), pp. 123–132.

PPoPP-2008-DongarraPRV #matrix

Matrix product on heterogeneous master-worker platforms (JD, JFP, YR, FV), pp. 53–62.

SIGMOD-2007-FaloutsosKS #graph #matrix #mining #scalability #tool support #using

Mining large graphs and streams using matrix and tensor tools (CF, TGK, JS), p. 1174.

STOC-2007-VuT #matrix

The condition number of a randomly perturbed matrix (VHV, TT), pp. 248–255.

LATA-2007-Stiebe #matrix

Slender Siromoney Matrix Languages (RS), pp. 553–564.

ICEIS-EIS-2007-AmritH #detection #matrix #problem #process

Matrix Based Problem Detection in the Application of Software Process Patterns (CA, JvH), pp. 316–320.

ICML-2007-KuzminW #kernel #matrix #online

Online kernel PCA with entropic matrix updates (DK, MKW), pp. 465–472.

ICML-2007-XueDC #flexibility #learning #matrix #multi #process

The matrix stick-breaking process for flexible multi-task learning (YX, DBD, LC), pp. 1063–1070.

KDD-2007-YeJC #analysis #kernel #learning #matrix #polynomial #programming

Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming (JY, SJ, JC), pp. 854–863.

SIGIR-2007-ZhuYCG #classification #matrix #using

Combining content and link for classification using matrix factorization (SZ, KY, YC, YG), pp. 487–494.

SAC-2007-HwangPJ #analysis #implementation #performance

An implementation and performance analysis of slave-side arbitration schemes for the ML-AHB BusMatrix (SYH, HJP, KSJ), pp. 1545–1551.

SAT-2007-LynceM #matrix #modelling #satisfiability #symmetry

Breaking Symmetries in SAT Matrix Models (IL, JPMS), pp. 22–27.

CASE-2006-ChenYTCW #difference #fuzzy #hybrid #linear #matrix

Applying the Linear Matrix Inequality for Hybrid Fuzzy/H-infinity Control of Active Structural Damping (CWC, KY, CHT, CYC, DJW), pp. 678–682.

DAC-2006-WongC #matrix #performance

A fast passivity test for descriptor systems via structure-preserving transformations of Skew-Hamiltonian/Hamiltonian matrix pencils (NW, CKC), pp. 261–266.

DAC-2006-YangCGJ #algorithm #matrix #parallel #rank #scalability

A parallel low-rank multilevel matrix compression algorithm for parasitic extraction of electrically large structures (CY, SC, DG, VJ), pp. 1053–1056.

ICALP-v1-2006-FrandsenF #matrix #rank

Dynamic Matrix Rank (GSF, PFF), pp. 395–406.

ICALP-v1-2006-Sankowski #matrix #multi

Weighted Bipartite Matching in Matrix Multiplication Time (PS), pp. 274–285.

ICALP-v1-2006-Wolf #bound #matrix #quantum

Lower Bounds on Matrix Rigidity Via a Quantum Argument (RdW), pp. 62–71.

ICGT-2006-VelascoL #approach #graph transformation #matrix #sequence

Matrix Approach to Graph Transformation: Matching and Sequences (PPPV, JdL), pp. 122–137.

CIKM-2006-OrdonezG #matrix #relational

Vector and matrix operations programmed with UDFs in a relational DBMS (CO, JGG), pp. 503–512.

ECIR-2006-Osinski #approximate #clustering #matrix #quality

Improving Quality of Search Results Clustering with Approximate Matrix Factorisations (SO), pp. 167–178.

ICML-2006-DeCoste #collaboration #matrix #predict #using

Collaborative prediction using ensembles of Maximum Margin Matrix Factorizations (DD), pp. 249–256.

ICML-2006-ZhangK #kernel #matrix #performance

Block-quantized kernel matrix for fast spectral embedding (KZ, JTK), pp. 1097–1104.

ICPR-v1-2006-HouZS #estimation #matrix

Estimation of the Fundamental Matrix Based on EV Mode (TH, FZ, ZS), pp. 679–682.

ICPR-v1-2006-PflugfelderB #matrix

Fundamental matrix and slightly overlapping views (RPP, HB), pp. 527–530.

ICPR-v1-2006-WangL #matrix

Characteristic Line of Planar Homography Matrix and Its Applications in Camera Calibration (JW, YL), pp. 147–150.

ICPR-v2-2006-RiggiTA #estimation #invariant #matrix #parametricity

Fundamental Matrix Estimation via TIP — Transfer of Invariant Parameters (FR, MT, TA), pp. 21–24.

ICPR-v3-2006-ChenWTG #analysis #empirical #image #matrix #statistics

Blind Image Steganalysis Based on Statistical Analysis of Empirical Matrix (XC, YW, TT, LG), pp. 1107–1110.

ICPR-v3-2006-XueTCZ #algorithm #matrix #recognition

A Modified Non-negative Matrix Factorization Algorithm for Face Recognition (YX, CST, WSC, WZ), pp. 495–498.

ICPR-v4-2006-YuanMZL #matrix #recognition #using

Ear Recognition using Improved Non-Negative Matrix Factorization (LY, ZM, YZ, KL), pp. 501–504.

KDD-2006-DingLPP #clustering #matrix #orthogonal

Orthogonal nonnegative matrix t-factorizations for clustering (CHQD, TL, WP, HP), pp. 126–135.

KDD-2006-WuCCH #approximate #incremental #matrix

Incremental approximate matrix factorization for speeding up support vector machines (GW, EYC, YKC, CJH), pp. 760–766.

SAC-2006-SoaresB #kernel #parametricity #using

Selecting parameters of SVM using meta-learning and kernel matrix-based meta-features (CS, PB), pp. 564–568.

IJCAR-2006-EndrullisWZ #matrix #proving #term rewriting #termination

Matrix Interpretations for Proving Termination of Term Rewriting (JE, JW, HZ), pp. 574–588.

RTA-2006-HofbauerW #matrix #string #termination

Termination of String Rewriting with Matrix Interpretations (DH, JW), pp. 328–342.

ICDAR-2005-LiSC #analysis #matrix #multi

A Threshlod Selection Method Based on Multiscale and Graylevel Co-occurrence Matrix Analysis (YL, CYS, MC), pp. 575–579.

ICDAR-2005-SextonS #analysis #matrix #semantics

Semantic Analysis of Matrix Structures (APS, VS), pp. 1141–1145.

ICML-2005-RennieS #collaboration #matrix #performance #predict

Fast maximum margin matrix factorization for collaborative prediction (JDMR, NS), pp. 713–719.

SIGIR-2005-XiFFZCYZ #matrix #named #similarity #using

SimFusion: measuring similarity using unified relationship matrix (WX, EAF, WF, BZ, ZC, JY, DZ), pp. 130–137.

SAC-2005-KoshelevaKMN #matrix #np-hard

Computing the cube of an interval matrix is NP-Hard (OK, VK, GM, HTN), pp. 1449–1453.

SAC-2005-LawL #constraints #matrix #modelling #symmetry #using

Breaking value symmetries in matrix models using channeling constraints (YCL, JHML), pp. 371–376.

SAC-2005-ZhangLN #matrix

An attribute-based access matrix model (XZ, YL, DN), pp. 359–363.

CSL-2005-Soltys #algorithm #matrix #proving

Feasible Proofs of Matrix Properties with Csanky’s Algorithm (MS), pp. 493–508.

CBSE-2004-Taborda #component #matrix

The Release Matrix for Component-Based Software Systems (LJMT), pp. 100–113.

DAC-2004-GopeCJ #matrix #modelling #multi #performance #rank

A fast parasitic extractor based on low-rank multilevel matrix compression for conductor and dielectric modeling in microelectronics and MEMS (DG, SC, VJ), pp. 794–799.

DATE-v2-2004-MeiVVL #architecture #case study #configuration management #design #matrix

Design Methodology for a Tightly Coupled VLIW/Reconfigurable Matrix Architecture: A Case Study (BM, SV, DV, RL), pp. 1224–1229.

PODS-2004-ZhouW #clustering #matrix

Clustering via Matrix Powering (HZ, DPW), pp. 136–142.

DLT-2004-Potapov #automaton #matrix #multi #problem #reachability

From Post Systems to the Reachability Problems for Matrix Semigroups and Multicounter Automata (IP), pp. 345–356.

ICML-2004-WeinbergerSS #kernel #learning #matrix #reduction

Learning a kernel matrix for nonlinear dimensionality reduction (KQW, FS, LKS).

ICML-2004-ZhangYK #algorithm #kernel #learning #matrix #using

Bayesian inference for transductive learning of kernel matrix using the Tanner-Wong data augmentation algorithm (ZZ, DYY, JTK).

ICPR-v1-2004-BuciuP #matrix #recognition

Application of non-Negative and Local non Negative Matrix Factorization to Facial Expression Recognition (IB, IP), pp. 288–291.

KDD-2004-BanerjeeDGMM #approach #approximate #clustering #matrix

A generalized maximum entropy approach to bregman co-clustering and matrix approximation (AB, ISD, JG, SM, DSM), pp. 509–514.

HPDC-2004-WeinbergJDFH #execution #matrix #query #using

Gridflow Description, Query, and Execution at SCEC using the SDSC Matrix (JW, AJ, AD, MF, YH), pp. 262–263.

DRR-2003-FaconY #matrix #segmentation

Morphological postal envelope segmentation by co-occurrence matrix (JF, EAY), pp. 294–304.

ICDAR-2003-ToshihiroM #detection #documentation #image #matrix #segmentation

Detection of Matrices and Segmentation of Matrix Elements in Scanned Images of Scientific Documents (KT, SM), pp. 433–437.

KDD-2003-El-HajjZ #dataset #interactive #matrix #mining #performance #scalability

Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining (MEH, ORZ), pp. 109–118.

SIGIR-2003-XuLG #clustering #documentation #matrix

Document clustering based on non-negative matrix factorization (WX, XL, YG), pp. 267–273.

DATE-2002-XuM #matrix

Formulation of Low-Order Dominant Poles for Y-Matrix of Interconnects (QX, PM), pp. 820–825.

STOC-2002-Raz #complexity #matrix #on the

On the complexity of matrix product (RR), pp. 144–151.

ICML-2002-LanckrietCBGJ #kernel #learning #matrix #programming

Learning the Kernel Matrix with Semi-Definite Programming (GRGL, NC, PLB, LEG, MIJ), pp. 323–330.

ICPR-v2-2002-GuillametSV #classification #image #matrix

Analyzing Non-Negative Matrix Factorization for Image Classification (DG, BS, JV), pp. 116–119.

ICPR-v2-2002-GuillametV #matrix #metric #using

Determining a Suitable Metric when Using Non-Negative Matrix Factorization (DG, JV), pp. 128–131.

ICPR-v2-2002-RothW #algorithm #matrix

Some Improvements on Two Autocalibration Algorithms Based on the Fundamental Matrix (GR, AW), p. 312–?.

ICDAR-2001-BogushMAUK #correlation #image #matrix #performance

An Efficient Correlation Computation Method for Binary Images Based on Matrix Factorisation (RB, SM, SA, SU, SiK), pp. 312–316.

ITiCSE-2001-KorhonenMS #algorithm #animation #concept #matrix #named #simulation

Matrix — concept animation and algorithm simulation system (AK, LM, RS), p. 180.

STOC-2001-AchlioptasM #matrix #performance #rank

Fast computation of low rank matrix (DA, FM), pp. 611–618.

STOC-2001-FischerN #matrix #testing

Testing of matrix properties (EF, IN), pp. 286–295.

STOC-2001-JerrumSV #algorithm #approximate #matrix #polynomial

A polynomial-time approximation algorithm for the permanent of a matrix with non-negative entries (MJ, AS, EV), pp. 712–721.

STOC-2001-RazS #bound #matrix

Lower bounds for matrix product, in bounded depth circuits with arbitrary gates (RR, AS), pp. 409–418.

SIGIR-2001-MillerRS #algorithm #matrix #using

Modifications of Kleinberg’s HITS Algorithm Using Matrix Exponentiation and WebLog Records (JCM, GR, FS), pp. 444–445.

STOC-2000-OlshevskyS #confluence #matrix

Matrix-vector product for confluent Cauchy-like matrices with application to confluent rational interpolation (VO, MAS), pp. 573–581.

ICML-2000-SmolaS #approximate #machine learning #matrix

Sparse Greedy Matrix Approximation for Machine Learning (AJS, BS), pp. 911–918.

ICPR-v1-2000-IsgroT #matrix

A General Rank-2 Parameterization of the Fundamental Matrix (FI, ET), pp. 1868–1871.

ICPR-v1-2000-WangT #composition #matrix

An SVD Decomposition of Essential Matrix with Eight Solutions for the Relative Positions of Two Perspective Cameras (WW, HTT), pp. 1362–1365.

ICPR-v2-2000-CarcassoniH #matrix #proximity

An Improved Point Proximity Matrix for Modal Matching (MC, ERH), pp. 2034–2037.

ICPR-v3-2000-Perez-CordobaRST #matrix

Channel Optimized Matrix Quantizer (COMQ) in CELP Coding (JLPC, AJR, VES, ÁdlT), pp. 3270–3273.

SIGIR-2000-SrinivasanP #documentation #matrix #retrieval

Phonetic confusion matrix based spoken document retrieval (SS, DP), pp. 81–87.

HPCA-2000-ChatterjeeS #matrix

Cache-Efficient Matrix Transposition (SC, SS), pp. 195–205.

IWPC-1999-KesslerS #approach #automation #comprehension #matrix

The SPARAMAT Approach to Automatic Comprehension of Sparse Matrix Computations (CWK, CS), pp. 200–207.

STOC-1999-PanC #complexity #matrix #problem

The Complexity of the Matrix Eigenproblem (VYP, ZQC), pp. 507–516.

DLT-1999-Stiebe #matrix

Slender matrix languages (RS), pp. 375–385.

HCI-CCAD-1999-LiangL #matrix #metric #process #representation

Information representation and decision process: effects of measurement scale and shape of decision matrix on preferential choice (SFML, MRL), pp. 62–65.

HCI-EI-1999-Baumann #evaluation #feedback #matrix #usability

Matrix Evaluation Method for Planned Usability Improvements Based on Customer Feedback (KB), pp. 701–705.

SAC-1999-DumitrescuL #coordination #matrix #performance #reliability

Reliable and Efficient Matrix Processing with the Specification-Consistent Coordination Model (RAD, EFAL), pp. 191–193.

SAC-1999-RauberR99a #matrix

Matrix Computations Behind the Hierarchical Radiosity Method (TR, GR), pp. 533–540.

DATE-1998-FreundF #approximate #linear #modelling #multi #scalability #using

Reduced-Order Modeling of Large Linear Passive Multi-Terminal Circuits Using Matrix-Pade Approximation (RWF, PF), pp. 530–537.

STOC-1998-LinialSW #algorithm #approximate #matrix #polynomial #scalability

A Deterministic Strongly Polynomial Algorithm for Matrix Scaling and Approximate Permanents (NL, AS, AW), pp. 644–652.

SIGIR-1998-LagergrenO #empirical #information retrieval #interactive #matrix

Comparing Interactive Information Retrieval systems Across Sites: The TREC-6 Interactive Track Matrix Experiment (EL, PO), pp. 164–172.

PPoPP-1997-FrensW #multi #performance #source code

Auto-blocking Matrix-Multiplication or Tracking BLAS3 Performance with Source Code (JDF, DSW), pp. 206–216.

STOC-1996-AllenderBO #complexity #equation #linear #matrix #rank

The Complexity of Matrix Rank and Feasible Systems of Linear Equations (Extended Abstract) (EA, RB, MO), pp. 161–167.

ICPR-1996-Hauta-KasariPJL #analysis #matrix #multi

Generalized co-occurrence matrix for multispectral texture analysis (MHK, JP, TJ, RL), pp. 785–789.

CADE-1996-SchmittK #matrix #proving

Converting Non-Classical Matrix Proofs into Sequent-Style Systems (SS, CK), pp. 418–432.

DAC-1995-NakamuraY #clustering #logic #matrix #optimisation #scalability

A Partitioning-Based Logic Optimization Method for Large Scale Circuits with Boolean Matrix (YN, TY), pp. 653–657.

DAC-1995-TelicheveskyKW #analysis #performance

Efficient Steady-State Analysis Based on Matrix-Free Krylov-Subspace Methods (RT, KSK, JW), pp. 480–484.

ICDAR-v1-1995-ChiuTC #invariant #matrix #recognition #using

Invariant handwritten Chinese character recognition using weighted ring-data matrix (HPC, DCT, JCC), pp. 116–119.

CIKM-1995-DashH #knowledge base #matrix #multi #semantics

The Semantic Matrix Model (SMM): A Knowledge Based Solution to Semantic Homogeneity in Multidatabases (KID, ARH), pp. 122–128.

SAC-1995-LiangL #algorithm #matrix #representation #scheduling #search-based #using

A sparse matrix representation for production scheduling using genetic algorithms (SJTL, JML), pp. 313–317.

SAC-1995-LuoD #algorithm #matrix #parallel #scalability

A scalable parallel Strassen’s matrix multiplication algorithm for distributed-memory computers (QL, JBD), pp. 221–226.

DAC-1993-MotoharaHMMKSS #algorithm #matrix #traversal #using

A State Traversal Algorithm Using a State Covariance Matrix (AM, TH, MM, HM, KK, YS, SS), pp. 97–101.

STOC-1993-HershbergerS #matrix #metric

Matrix searching with the shortest path metric (JH, SS), pp. 485–494.

STOC-1993-PapadimitriouY #linear #matrix #programming

Linear programming without the matrix (CHP, MY), pp. 121–129.

STOC-1992-VenkatesanR #matrix #problem

Average Case Intractability of Matrix and Diophantine Problems (Extended Abstract) (RV, SR), pp. 632–642.

CSCW-1992-JeffayLMSS #architecture #collaboration #matrix

Architecture of the Artifact-Based Collaboration System Matrix (KJ, JKL, JM, FDS, JBS), pp. 195–202.

DAC-1991-HoS #flexibility #matrix

Flexible Transistor Matrix (FTM) (KCH, SS), pp. 475–480.

CHI-1991-HammondBCHMY #design #matrix #modelling

Modelling user, system design: results of a scenarios matrix exercise (NH, PJB, JC, MDH, AM, RMY), pp. 377–380.

DAC-1990-SinghC #layout #matrix #order

A Transistor Reordering Technique for Gate Matrix Layout (US, CYRC), pp. 462–467.

DAC-1989-IrwinO #2d #comparison #layout #matrix #tool support

A Comparison of Four Two-dimensional Gate Matrix Layout Tools (MJI, RMO), pp. 698–701.

DAC-1989-LinDY #2d #layout #matrix #synthesis

Gate Matrix Layout Synthesis with Two-Dimensional Folding (IL, DHCD, SHCY), pp. 37–42.

DAC-1989-SadayappanV #matrix #performance #simulation

Efficient Sparse Matrix Factorization for Circuit Simulation on Vector Supercomputers (PS, VV), pp. 13–18.

ICALP-1988-DietzfelbingerM #complexity #matrix #turing machine

The Complexity of Matrix Transposition on One-Tape Off-Line Turing Machines with Output Tape (MD, WM), pp. 188–200.

CADE-1988-MalkinM #generative #logic #matrix #testing

Logical Matrix Generation and Testing (PKM, EPM), pp. 685–693.

DAC-1987-ChangCH #approach #automation #generative #layout #matrix #using

Automated Layout Generation Using Gate Matrix Approach (YCC, SCC, LHH), pp. 552–558.

STOC-1987-CoppersmithW #matrix #multi

Matrix Multiplication via Arithmetic Progressions (DC, SW), pp. 1–6.

STOC-1987-MulmuleyVV #matrix

Matching Is as Easy as Matrix Inversion (KM, UVV, VVV), pp. 345–354.

FPCA-1987-Wise #algebra #matrix #programming

Matrix algebra and applicative programming (DSW), pp. 134–153.

DAC-1986-FreemanKLN #automation #layout #matrix #modelling

Automated extraction of SPICE circuit models from symbolic gate matrix layout with pruning (RDF, SMK, CGLH, MLN), pp. 418–424.

STOC-1986-Mulmuley #algorithm #matrix #parallel #performance #rank

A Fast Parallel Algorithm to Compute the Rank of a Matrix over an Arbitrary Field (KM), pp. 338–339.

ICALP-1986-Mascle #matrix

Torsion Matrix Semigroups and Recognizable Transductions (JPM), pp. 244–253.

ICALP-1985-VarmanR #array #matrix #multi #on the #using

On Matrix Multiplication Using Array Processors (PJV, IVR), pp. 487–496.

ICALP-1984-Ferment #matrix #product line

Principality Results About Some Matrix Languages Families (DF), pp. 151–161.

ICALP-1984-Jung #complexity #matrix #on the #performance #probability #problem

On Probabilistic Tape Complexity and Fast Circuits for Matrix Inversion Problems (Extended Abstract) (HJ), pp. 281–291.

DAC-1982-KangKL #adaptation #cpu #design #evolution #layout #logic #matrix #random

Gate matrix layout of random control logic in a 32-bit CMOS CPU chip adaptable to evolving logic design (SMK, RHK, HFSL), pp. 170–174.

CADE-1982-Caferra #matrix #proving #reduction #validation

Proof by Matrix Reduction as Plan + Validation (RC), pp. 309–325.

VLDB-1978-Ashany #analysis #classification #database #matrix #retrieval #scalability

Application of Sparse Matrix Techniques to Search, Retrieval, Classification and Relationship Analysis in Large Data Base Systems — SPARCOM (RA), pp. 499–516.

STOC-1974-Kirkpatrick #graph #matrix

Determining Graph Properties from Matrix Representations (DGK), pp. 84–90.

ICALP-1974-Fischer #algorithm #matrix

Further Schemes for Combining Matrix Algorithms (PCF), pp. 428–436.

ICALP-1974-FischerP #algorithm #matrix #performance #using

Efficient Procedures for Using Matrix Algorithms (PCF, RLP), pp. 413–427.

STOC-1973-HopcroftM #complexity #matrix #multi

Duality Applied to the Complexity of Matrix Multiplications and other Bilinear Forms (JEH, JM), pp. 73–87.

STOC-1971-Fiduccia #matrix #multi #performance

Fast Matrix Multiplication (CMF), pp. 45–49.