Talks
- From Ordinal Ranking to Binary Classification.
Defense Talk,
Pasadena, CA, U.S.A., May 2008.
-
From Ordinal Ranking to Binary Classification.
NTHU CS Seminar,
Hsinchu, Taiwan, March 2008.
-
From Ordinal Ranking to Binary Classification.
NCTU CS Seminar,
Hsinchu, Taiwan, March 2008.
-
From Ordinal Ranking to Binary Classification.
NTU CSIE Seminar,
Taipei, Taiwan, March 2008.
-
From Ordinal Ranking to Binary Classification.
Caltech CS/IST Lunch Bunch,
Pasadena, CA, U.S.A., March 2008.
-
Perceptron Learning by Random Coordinate Descent.
IJCNN '07,
Orlando, FL, U.S.A., August 2007.
(Paper).
-
Automatic Ranking by Extended Binary Classification.
Institute of Information Science, Academia Sinica,
Taipei, Taiwan, March 2007.
-
Ordinal Regression by Extended Binary Classification.
NIPS '06 Spotlight,
Vancouver, Canada, December 2006.
(Poster),
(Paper).
-
Automatic Ranking by Extended Binary Classification.
Caltech EE Fall '06 Seminar,
Pasadena, CA, U.S.A., November 2006.
-
Large-Margin Thresholded Ensembles for Ordinal Regression.
ALT '06,
Barcelona, Spain, October 2006.
(Paper).
-
Large-Margin Thresholded Ensembles for Ordinal Regression.
MLSS '06 Workshop,
Taipei, Taiwan, July 2006.
- Improving Learning through Matching Optimization.
Candidacy Talk,
Pasadena, CA, U.S.A., May 2006.
-
Distance Based
SVM Kernels for Infinite Ensemble Learning.
ICONIP '05,
Taipei, Taiwan, November 2005.
(Paper).
-
Analysis of SAGE Results with Combined Learning Techniques.
ECML/PKDD Discovery Challenge Workshop '05,
Porto, Portugal, October 2005.
(Paper).
-
Infinite Ensemble Learning with Support Vector Machinery.
ECML '05,
Porto, Portugal, October 2005.
(Paper).
-
Infinite Ensemble Learning with Support Vector Machines.
Caltech Second Symposium on
Vision and
Learning,
Pasadena, CA, U.S.A., September 2005.
Posters
Lectures
-
Brief Introduction to LEMGA.
Minitalk for Caltech
CS 156b (Winter '06): Learning Systems,
Pasadena, CA, U.S.A., January 2006.
(Software).
-
Introduction to Support Vector Machines.
Invited talk for NTU Speech Processing Lab,
Taipei, Taiwan, November 2005.
-
Introduction to Boosting and Joint Boosting.
Guest lecture for Caltech
EE148 (Spring '05):
Machine Learning for Computer Vision,
Pasadena, CA, U.S.A., April 2005.
Feel free to contact me: "htlin" at "csie.ntu.edu.tw"