Nina Balcan
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| title | conference | date |
|---|---|---|
| Theory of Modern AI: Learning Theoretic, Game Theoretic, and Algorithmic Perspectives | The Role of TCS in Modern Machine Learning | 2026-05-26 |
Claims a formal framework for learning verifiers for chain-of-thought reasoning with provable guarantees, using PAC and online learning tools, VC bounds (VC ·… | ||
| Distributed Learning, Communication Complexity, and Privacy | Parallel and Distributed Algorithms for Inference and Optimization (Simons Institute, Oct. 21–24, 2013) | 2013-10-21 |
Analyzes communication needed for distributed supervised learning and gives concrete protocols and bounds: a distributed AdaBoost yields D log(1/epsilon)… | ||
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