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Travelled to:
1 × Australia
1 × Finland
2 × China
8 × USA
Collaborated with:
S.S.Keerthi R.C.Weng C.Hsieh K.Chang C.Ho C.Tsai C.Lin ∅ S.Bhawmik S.Sundararajan G.Yuan T.Huang Y.Zhuang W.Chin Y.Juan H.Yu H.Tsai K.Cheng T.J.Chakraborty R.Bencivenga B.Chu M.Yu T.Yu S.Wang E.Y.Chang
Talks about:
linear (5) larg (4) method (3) scale (3) data (3) classifi (2) regress (2) classif (2) select (2) memori (2)

Person: Chih-Jen Lin

DBLP DBLP: Lin:Chih=Jen

Contributed to:

KDD 20152015
KDD 20142014
VLDB 20142014
RecSys 20132013
KDD 20122012
KDD 20112011
KDD 20102010
ICML 20082008
KDD 20082008
ICML 20072007
ICML 20062006
DAC 19971997
DAC 19911991

Wrote 13 papers:

KDD-2015-ChuHTLL #classification #linear #parametricity
Warm Start for Parameter Selection of Linear Classifiers (BYC, CHH, CHT, CYL, CJL), pp. 149–158.
KDD-2014-TsaiLL #classification #incremental #linear
Incremental and decremental training for linear classification (CHT, CYL, CJL), pp. 343–352.
VLDB-2014-YuYWLC #big data #classification #design #detection #power management
Big Data Small Footprint: The Design of A Low-Power Classifier for Detecting Transportation Modes (MCY, TY, SCW, CJL, EYC), pp. 1429–1440.
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.
KDD-2012-Lin #case study #data mining #experience #machine learning #mining
Experiences and lessons in developing industry-strength machine learning and data mining software (CJL), p. 1176.
KDD-2011-YuanHL
An improved GLMNET for l1-regularized logistic regression (GXY, CHH, CJL), pp. 33–41.
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.
ICML-2007-LinWK #scalability #trust
Trust region Newton methods for large-scale logistic regression (CJL, RCW, SSK), pp. 561–568.
ICML-2006-HuangLW #ranking
Ranking individuals by group comparisons (TKH, CJL, RCW), pp. 425–432.
DAC-1997-TsaiCLB #algorithm #hybrid
A Hybrid Algorithm for Test Point Selection for Scan-Based BIST (HCT, KTC, CJL, SB), pp. 478–483.
DAC-1991-ChakrabortyBBL #testing #using
Enhanced Controllability for IDDQ Test Sets Using Partial Scan (TJC, SB, RB, CJL), pp. 278–281.
Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
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