Theses most similar to Learning with matrix factorizations (Srebro, Nathan, 1974-; 2004) read it
- Advisor: Michael W. Golay William W. Hoga
- Department of Nuclear Engineering
Applications of empirical processes in learning theory : algorithmic stability and generalization bounds
Rakhlin, Alexander (2006)
- Advisor: Tomaso Poggio
- Department of Brain and Cognitive Sciences
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Chang, Jaso (2009)
- Advisor: John W. Fisher, III
- Department of Electrical Engineering and Computer Science
Simulation-based approximate solution of large-scale linear least squares problems and applications
Wang, Mengdi (2010)
- Advisor: Dimitri P. Bertsekas
- Department of Electrical Engineering and Computer Science
- Advisor: Alan S. Willsky
- 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
- Advisors: Michael Collins; Yoram Singe
- Department of Electrical Engineering and Computer Science
- Advisors: Stefanie Jegelk; Suvrit Sra
- Department of Electrical Engineering and Computer Science
Continuous low-rank tensor decompositions, with applications to stochastic optimal control and data assimilation
Gorodetsky, Alex Arkady (2017)
- Advisors: Marzouk, Youssef M. (Youssef Mohamed); Sertac Karaman
- Department of Aeronautics and Astronautics
Three essays on nonlinear panel data models and quantile regression analysis
Fernández-Val, Iván (2005)
- Advisors: Joshua D. Angrist; Newey, Whitney K; Victor Chernozhukov
- Department of Economics