Theses most similar to those of author Rakhlin, Alexander
Applications of empirical processes in learning theory : algorithmic stability and generalization bounds (2006) read it
- Advisor: Jaakkola, Tommi S. (Tommi Sakari)
- Department of Electrical Engineering and Computer Science
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: Dimitris Bertsimas Pablo A. Parrilo
- Department of Electrical Engineering and Computer Science
Learning with kernel machine architectures
Evgeniou, Theodoros K. (Theodoros Kostantinos), 1974- (2000)
- Advisor: Tomaso Poggio
- Department of Electrical Engineering and Computer Science
- Advisors: Jonathan A. Kelner; Martin C. Rinard
- Department of Electrical Engineering and Computer Science
Testing shape restriction properties of probability distributions in a unified way
Gouleakis, Themistoklis (2015)
- Advisor: Ronitt Rubinfeld
- Department of Electrical Engineering and Computer Science
Continuous representations and models from random walk diffusion limits
Hashimoto, Tatsunori B. (Tatsunori Benjamin) (2016)
- Advisors: David K. Gifford; Jaakkola, Tommi S. (Tommi Sakari)
- Department of Electrical Engineering and Computer Science
- Advisor: Munther A. Dahleh
- Department of Electrical Engineering and Computer Science
- Advisor: Guy Bresler
- Department of Electrical Engineering and Computer Science