Wei Chu

2007
22	EE	Pannagadatta K. Shivaswamy, Wei Chu, Martin Jansche: A Support Vector Approach to Censored Targets. ICDM 2007: 655-660
21	EE	Wei Chu, Benoît Champagne: An Improved Implementation for an Auditory-Inspired FFT Model with Application in Audio Classification. ICME 2007: 196-199
20	EE	Vikas Sindhwani, Wei Chu, S. Sathiya Keerthi: Semi-Supervised Gaussian Process Classifiers. IJCAI 2007: 1059-1064
19	EE	Wei Chu, S. Sathiya Keerthi: Support Vector Ordinal Regression. Neural Computation 19(3): 792-815 (2007)
2006
18	EE	Wei Chu, Benoît Champagne: A Simplified Early Auditory Model with Application in Speech/Music Classification. CCECE 2006: 775-778
17	EE	Shirish Krishnaj Shevade, Wei Chu: Minimum Enclosing Spheres Formulations for Support Vector Ordinal Regression. ICDM 2006: 1054-1058
16	EE	Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu: Stochastic Relational Models for Discriminative Link Prediction. NIPS 2006: 1553-1560
15	EE	Wei Chu, Vikas Sindhwani, Zoubin Ghahramani, S. Sathiya Keerthi: Relational Learning with Gaussian Processes. NIPS 2006: 289-296
14	EE	Wei Chu, Zoubin Ghahramani, Roland Krause, David L. Wild: Identifying Protein Complexes in High-Throughput Protein Interaction Screens Using an Infinite Latent Feature Model. Pacific Symposium on Biocomputing 2006: 231-242
13	EE	Wei Chu, Xi Xiao, Jia Liu: Confidence Score Based Unsupervised Incremental Adaptation for OOV Words Detection. SSPR/SPR 2006: 723-731
12	EE	Wei Chu, Zoubin Ghahramani, Alexei Podtelezhnikov, David L. Wild: Bayesian Segmental Models with Multiple Sequence Alignment Profiles for Protein Secondary Structure and Contact Map Prediction. IEEE/ACM Trans. Comput. Biology Bioinform. 3(2): 98-113 (2006)
2005
11	EE	Wei Chu, Zoubin Ghahramani: Preference learning with Gaussian processes. ICML 2005: 137-144
10	EE	Wei Chu, S. Sathiya Keerthi: New approaches to support vector ordinal regression. ICML 2005: 145-152
9	EE	S. Sathiya Keerthi, Wei Chu: A matching pursuit approach to sparse Gaussian process regression. NIPS 2005
8	EE	Wei Chu, Zoubin Ghahramani, Francesco Falciani, David L. Wild: Biomarker discovery in microarray gene expression data with Gaussian processes. Bioinformatics 21(16): 3385-3393 (2005)
7	EE	Wei Chu, Zoubin Ghahramani: Gaussian Processes for Ordinal Regression. Journal of Machine Learning Research 6: 1019-1041 (2005)
2004
6	EE	Wei Chu, Zoubin Ghahramani, David L. Wild: Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models. ESANN 2004: 81-86
5	EE	Wei Chu, Zoubin Ghahramani, David L. Wild: A graphical model for protein secondary structure prediction. ICML 2004
2003
4	EE	Kaibo Duan, S. Sathiya Keerthi, Wei Chu, Shirish Krishnaj Shevade, Aun Neow Poo: Multi-category Classification by Soft-Max Combination of Binary Classifiers. Multiple Classifier Systems 2003: 125-134
3	EE	Wei Chu, S. Sathiya Keerthi, Chong Jin Ong: Bayesian Trigonometric Support Vector Classifier. Neural Computation 15(9): 2227-225 (2003)
2002
2	EE	S. Sathiya Keerthi, Chong Jin Ong, Keng Boon Siah, David B. L. Lim, Wei Chu, Min Shi, David S. Edwin, Rakesh Menon, Lixiang Shen, Jonathan Y. K. Lim, Han Tong Loh: A Machine Learning Approach for the Curation of Biomedical Literature - KDD Cup 2002 (Task 1). SIGKDD Explorations 4(2): 93-94 (2002)
2001
1		Wei Chu, S. Sathiya Keerthi, Chong Jin Ong: A Unified Loss Function in Bayesian Framework for Support Vector Regression. ICML 2001: 51-58

Coauthor Index

1	Benoît Champagne	[18] [21]
2	Kaibo Duan	[4]
3	David S. Edwin	[2]
4	Francesco Falciani	[8]
5	Zoubin Ghahramani	[5] [6] [7] [8] [11] [12] [14] [15]
6	Martin Jansche	[22]
7	S. Sathiya Keerthi	[1] [2] [3] [4] [9] [10] [15] [19] [20]
8	Roland Krause	[14]
9	David B. L. Lim	[2]
10	Jonathan Y. K. Lim	[2]
11	Jia Liu	[13]
12	Han Tong Loh	[2]
13	Rakesh Menon	[2]
14	Chong Jin Ong	[1] [2] [3]
15	Alexei Podtelezhnikov	[12]
16	Aun Neow Poo	[4]
17	Lixiang Shen	[2]
18	Shirish Krishnaj Shevade	[4] [17]
19	Min Shi	[2]
20	Pannagadatta K. Shivaswamy	[22]
21	Keng Boon Siah	[2]
22	Vikas Sindhwani	[15] [20]
23	Volker Tresp	[16]
24	David L. Wild	[5] [6] [8] [12] [14]
25	Xi Xiao	[13]
26	Zhao Xu	[16]
27	Kai Yu	[16]
28	Shipeng Yu	[16]

Colors in the list of coauthors