`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: Lin:Chih=Jen

### Contributed to:

### 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.