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Generalization Guarantees
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Improving Generalization by Self-Training & Self Distillation
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- 1 Intro
- 2 Main Reference
- 3 Self-Training
- 4 Self-Distillation [Deep Learning]
- 5 Self-Distillation More Profound
- 6 Learning Functions in Hilbert Space
- 7 Unconstrained Form
- 8 Intuition
- 9 Closed Form Solution
- 10 Connections
- 11 Challenges
- 12 Power Iteration Analogy
- 13 Capacity Control
- 14 Generalization Guarantees
- 15 Revisiting Illustrative Example
- 16 Advantage of Near Interpolation
- 17 Early Stopping
- 18 Deep Learning Experiments
- 19 Open Problems
