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Travelled to:
1 × Finland
1 × France
2 × China
3 × USA
Collaborated with:
I.S.Dhillon H.Yu S.Si K.Chang C.Lin P.A.Olsen S.S.Keerthi S.Sundararajan N.Natarajan K.Chiang H.Yun S.V.N.Vishwanathan
Talks about:
descent (3) method (3) matrix (3) linear (3) larg (3) dual (3) stochast (2) coordin (2) complet (2) select (2)

Person: Cho-Jui Hsieh

DBLP DBLP: Hsieh:Cho=Jui

Contributed to:

ICML 20152015
ICML c1 20142014
VLDB 20142014
KDD 20122012
KDD 20112011
KDD 20102010
ICML 20082008
KDD 20082008

Wrote 11 papers:

ICML-2015-HsiehND #learning #matrix
PU Learning for Matrix Completion (CJH, NN, ISD), pp. 2445–2453.
ICML-2015-HsiehYD #named #parallel #probability
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent (CJH, HFY, ISD), pp. 2370–2379.
ICML-c1-2014-HsiehO
Nuclear Norm Minimization via Active Subspace Selection (CJH, PAO), pp. 575–583.
ICML-c1-2014-HsiehSD #divide and conquer #kernel
A Divide-and-Conquer Solver for Kernel Support Vector Machines (CJH, SS, ISD), pp. 566–574.
ICML-c1-2014-SiHD #approximate #kernel #memory management #performance
Memory Efficient Kernel Approximation (SS, CJH, ISD), pp. 701–709.
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.
KDD-2012-HsiehCD #modelling #network #rank
Low rank modeling of signed networks (CJH, KYC, ISD), pp. 507–515.
KDD-2011-HsiehD #coordination #matrix #performance
Fast coordinate descent methods with variable selection for non-negative matrix factorization (CJH, ISD), pp. 1064–1072.
KDD-2010-YuHCL #classification #in memory #linear #memory management #scalability
Large linear classification when data cannot fit in memory (HFY, CJH, KWC, CJL), pp. 833–842.
ICML-2008-HsiehCLKS #coordination #linear #scalability
A dual coordinate descent method for large-scale linear SVM (CJH, KWC, CJL, SSK, SS), pp. 408–415.
KDD-2008-KeerthiSCHL #linear #multi #scalability
A sequential dual method for large scale multi-class linear svms (SSK, SS, KWC, CJH, CJL), pp. 408–416.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
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