Theses most similar to those of author Evgeniou, Theodoros K. (Theodoros Kostantinos), 1974-
Learning with kernel machine architectures (2000) read it
Applications of empirical processes in learning theory : algorithmic stability and generalization bounds
Rakhlin, Alexander (2006)
- Advisor: Tomaso Poggio
- Department of Brain and Cognitive Sciences
A statistical learning framework for data mining of large-scale systems : algorithms, implementation, and applications
Tsou, Ching-Huei, 1973- (2007)
- Advisor: John R. Williams
- Department of Civil and Environmental Engineering
- Advisors: Newey, Whitney K; Victor Chernozhukov
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- Advisor: Ronitt Rubinfeld
- Department of Mathematics
A regularization framework for active learning from imbalanced data
Paskov, Hristo Spassimirov (2010)
- Advisors: Lorenzo A. Rosasco; Tomaso Poggio
- Department of Electrical Engineering and Computer Science
Large-deviation analysis and applications Of learning tree-structured graphical models
Tan, Vincent Yan Fu (2011)
- Advisor: Alan S. Willsky
- Department of Electrical Engineering and Computer Science
- Advisor: Victor Chernozhukov
- Department of Economics
- Advisors: Lorenzo Rosasco; Tomaso Poggio
- Department of Electrical Engineering and Computer Science
- Advisor: Lie Wang
- Department of Mathematics
- Advisor: Munther A. Dahleh
- Department of Electrical Engineering and Computer Science