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Learning from Synthetic Data: Limitations of ERM - 43:45-
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Classroom Contents
Algorithmic Learning Theory - Sink Equilibria, Game Convergence, and Data-Dependent Learning - Session 2
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- 1 Sink equilibria and the attractors of learning in games - -8:16
- 2 Last-iterate Convergence for Symmetric, General-sum, 2 × 2 Games Under The Exponential Weights Dynamic - 8:21-
- 3 Strategy-robust Online Learning in Contextual Pricing - 19:54-
- 4 A Novel Data-Dependent Learning Paradigm for Large Hypothesis Classes - 31:20-
- 5 Learning from Synthetic Data: Limitations of ERM - 43:45-
