Chih-Jen Lin
homepage:http://www.csie.ntu.edu.tw/~cjlin/
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Description

Chih-Jen Lin is currently a distinguished professor at the Department of Computer Science, National Taiwan University. He obtained his B.S. degree from National Taiwan University in 1993 and Ph.D. degree from University of Michigan in 1998. His major research areas include machine learning, data mining, and numerical optimization. He is best known for his work on support vector machines (SVM) for data classification. His software LIBSVM is one of the most widely used and cited SVM packages. For his research work he has received many awards, including the ACM KDD 2010 and ACM RecSys 2013 best paper awards. He is an IEEE fellow and an ACM distinguished scientist for his contribution to machine learning algorithms and software design. More information about him can be found at http://www.csie.ntu.edu.tw/~cjlin.


Lectures:

invited talk
flag Recent Advances in Large Linear Classification
as author at  The 5th Asian Conference on Machine Learning (ACML), Canberra 2013,
75 views
  lecture
flag Combining Ordinal Preferences by Boosting
as author at  Workshops,
177 views
lecture
flag Large Scale Support Vector Machines
as author at  Workshops,
518 views
  lecture
flag Training Support Vector Machines: Status and Challenges
as author at  Workshops,
511 views
lecture
flag Ranking Individuals by Group Comparisons
as author at  Machine Learning Summer School (MLSS), Taipei 2006,
150 views
  tutorial
flag Support Vector Machines
as author at  Machine Learning Summer School (MLSS), Taipei 2006,
34359 views
lecture
flag Working Set Selection Using the Second Order Information for SVMs
as author at  NIPS Workshop on Kernel Methods and Structured Domains / NIPS Workshop on Large Scale Kernel Machines, Whistler 2005,
234 views