Theses most similar to those of author Niyogi, Partha
The informational complexity of learning from examples (1995) read it
The information regularization framework for semi-supervised learning
Corduneanu, Adrian (Adrian Dumitru), 1977- (2006)
- Advisor: Jaakkola, Tommi S. (Tommi Sakari)
- Department of Electrical Engineering and Computer Science
- Advisor: Joshua Tenenbaum
- Department of Brain and Cognitive Sciences
Learnability, representation, and language : a Bayesian approach
Perfors, Amy (Amy Francesca) (2008)
- Advisor: Joshua Tenenbaum
- Department of Brain and Cognitive Sciences
- Advisors: Darrell, Trevor; Michael Collins
- Department of Electrical Engineering and Computer Science
Dynamic dependence analysis : modeling and inference of changing dependence among multiple time-series
Siracusa, Michael Richard, 1980- (2009)
- Advisor: John W. Fisher III
- Department of Electrical Engineering and Computer Science
Meaning and compositionality as statistical induction of categories and constraints
Schmidt, Lauren A (2009)
- Advisor: Joshua Tenenbaum
- Department of Brain and Cognitive Sciences
Modeling cognition with probabilistic programs : representations and algorithms
Stuhlmüller, Andreas (2015)
- Advisors: Joshua B. Tenenbaum; Noah D. Goodma
- Department of Brain and Cognitive Sciences
- Advisor: John W. Fisher III
- 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: Nancy Kanwisher
- Department of Brain and Cognitive Sciences