Department of Electrical and Computer Engineering
University of California, San Diego

5604 EBU1
Mailcode 0407
La Jolla, CA 92093-0407
USA
Fax: + 1 858 534-6976
Phone: + 1 858 539-6003

 


TALKS & WORKSHOPS

2005 and after

Too much information, so I decided to no longer collect it here. If there is a particular talk you would like to get the slides for, please email me.

2004

Talk at Informs (session: "Recent Computational work in SDP and Cone Programming with Applications") , Denver, CO, October 26th, 2004 : Learning the Kernel Matrix with Semidefinite Programming >> Presentation

Talk at Informs (session: "Operations Research in Biology ") , Denver, CO, October 26th, 2004 : A Kernel-based Framework for Integration of Genome-wide Data >> Presentation

Talk at Informs (session: "Convex Optimization in Machine Learning ") , Denver, CO, October 24th, 2004 : A direct formulation for sparse PCA using semidefinite programming >> Presentation

Talk at Informs (session: "Convex Optimization in Machine Learning ") , Denver, CO, October 24th, 2004 : Learning with Multiple Kernels : Conic duality and the SMO algorithm >> Presentation

Talk at IBM , Yorktown Heights, NY, August 6th, 2004 : Learning with Multiple Kernels: SDP, QCQP, Conic Duality and the SMO Algorithm >> Presentation

Talk at ICCOPT (International Conference on Continuous Optimization) , Albany, NY, August 2nd, 2004 : Learning with Multiple Kernels: SDP, QCQP, Conic Duality and the SMO Algorithm >> Presentation

Talk at ICML (International Conference on Machine Learning) , Banff, Canada, July 4th, 2004 : Learning with Multiple Kernels: Conic Duality and the SMO Algorithm >> Presentation

Tutorial at Division of CS, University of California , Berkeley , Berkeley, CA, June 15th, 2004 : Tutorial on Statistical Learning Theory >> Presentation

Talk at Department of EECS, University of California, Berkeley , Berkeley, CA, June 2nd, 2004 : Learning with Multiple Kernels: Conic Duality and the SMO Algorithm >> Download Presentation

Talk at Department of Computer Science (DCC), Universidad de Chile , Santiago, Chile, April 28th, 2004 : Kernel-based Learning: Support Vector Machines and Integration of Heterogeneous Data >> Download Presentation

Talk at PSB (Pacific Symposium on Biocomputing) , Big Island, Hawaii, January 8th, 2004 : Kernel-Based Data Fusion & Application to Protein Function Prediction in Yeast >> Download Presentation

2003

Talk at NIPS Workshop on Bioinformatics (Neural Information Processing Systems) , Vancouver, Canada, December 12th, 2003 : Kernel-Based Data Fusion Applied to Protein Function Prediction in Yeast >> Download Presentation

Poster at ICSB Workshop on Yeast Biology (International Conference on Systems Biology) , St. Louis, MO, U.S.A., November 9th, 2003 : A Statistical Framework for Genomic Data fusion >> Download Poster

Talk at Informs (session on robust optimization) , Atlanta, GA, U.S.A., October 19th, 2003 : A Robust Minimax Approach to Classification >> Download Presentation

Talk at RECOMB Workshop on Kernel Methods in Computational Biology (Research in Computational Biology) , Berlin, Germany, April 14th, 2003 : Fusing Heterogeneous Genomic Data: Combining Kernels for Membrane Protein Identification >> Download Presentation

Poster at Learning Workshop , Snowbird, UT, U.S.A., April 2nd, 2003 : SOCP for Feature Selection in SVM >> Download Poster

2002

Poster at NIPS (Neural Information Processing Systems) , Vancouver, Canada, December 10th, 2002 : Robust Novelty Detection with Single-class MPM >> Download Poster

Talk at Brown CS Seminar , Brown University, Providence, RI, U.S.A., May 7th, 2002 : Advanced Convex Optimization in Machine Learning >> Download Presentation

Talk at RHU CS Seminar , Royal Holloway University, London, U.K., May 3rd, 2002 : Learning the Kernel Matrix with Semi-Definite Programming >> Download Presentation

Talk at NeuroCOLT Workshop , Windsor, U.K., May 1st, 2002 : Robust Minimax Probability Machine >> Download Presentation

Talk at Microsoft Research , Cambridge, U.K., April 26th, 2002 : Learning the Kernel Matrix with Semi-Definite Programming >> Download Presentation

Talk at Learning Workshop , Snowbird, UT, U.S.A., April 5th, 2002 : Learning the Kernel Matrix with Semi-Definite Programming >> Download Presentation

Talk at RHU CS Seminar , Royal Holloway University, London, U.K., January 7th, 2002 : Convex Optimization in Machine Learning >> Download Presentation

2001

Poster at NIPS (Neural Information Processing Systems) , Vancouver, Canada, December 4th, 2001 : Minimax Probability Machine >> Download Poster