Chih-Jen Lin's recent talks
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Training support vector machines: status and challenges
Talk at IBM T.J. Watson Research Center, May 16, 2008
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Support vector machines: status and challenges
Talk at Caltech, November 14, 2006
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Support vector machines
Tutorial talk at Machine learning summer school, Taipei, 2006
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Ranking Individuals by Group Comparisons
Talk at International Conference on Machine Learning,
June 2006.
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Working Set Selection Using Second Order Information for Training SVM
Talk at Workshop on Large Scale Kernel Machines, NIPS 2005.
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Optimization, Support Vector Machines, and Machine
Learning.
Talk in DIS, University of Rome and IASI, CNR, Italy.
September 1-2, 2005. This is a short course introducing optimization
researchers about SVM research.
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Support vector machines
for data classification.
Talk in CWI (Dutch National Research Institute for Mathematics and Computer Science).
February 9, 2004.
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Some thoughts on machine learning software design.
Talk in University of Southampton,
Februaryd 6, 2004.
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A practical guide to support vector
classification
Talk in University of Freiburg,
July 15, 2003.
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Can support vector machines become
a major classification method ?
Talk in Max Planck Institute,
January 29, 2003.
PDF file
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Support Vector Machines
for Data Classification
and Regression
Talk in Merck Research Lab.,
August 16, 2002.
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EUNITE Competition: Electricity Load Forecasting
Talk in EUNITE 2001
(winner of EUNITE competition),
December 14, 2001.
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Support Vector Machines
for Data Classification
and Regression
Talk in Ford Scientific Research Lab.,
July 24, 2001.
(a similar talk was given at Agilent Inc.,
July 31, 2001)
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IJCNN 2001 Challenge: Generalization Ability and
Text Decoding
Talk in IJCNN
(winner of IJCNN Challenge),
July 17 2001.
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Implementation of support vector machines software:
theory and practice
Talk in Department of Electrical Engineering,
Ohio State University,
August 29, 2000.
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The analysis of decomposition methods
for support vector machines.
Talk in IJCAI 99, Support vector machine
workshop.
Stockholm, Aug 2, 1999.
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Solving Structural Optimization Problems
via Semidefinite Programming.
Talk in INFORMS annual meeting,
Seattle, October 25-28, 1998.
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Preconditioning dense linear systems from
large-scale semidefinite programming problems.
Talk in
Fifth Copper Mountain
Conference on Iterative Methods,
Copper Mountain, Colorado, April, 1998.
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Incomplete Cholesky factorizations with limited memory.
Talk in
Fourth Kalamazoo Symposium on
Matrix Analysis & Applications,
Kalamazoo, MI, Oct. 24-25, 1997
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Newton's method for large bound-constrained optimization problems.
Talk in
International Symposium
of Mathematical Programming, Lausanne,
Switzerland,
August 24-29, 1997.
cjlin@csie.ntu.edu.tw