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Generalization Bounds

Papers

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TitleStatusHype
What is a Good Metric to Study Generalization of Minimax Learners?0
When and why are log-linear models self-normalizing?0
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights0
Which Algorithms Have Tight Generalization Bounds?0
Wide Neural Networks are Interpolating Kernel Methods: Impact of Initialization on Generalization0
With Greater Distance Comes Worse Performance: On the Perspective of Layer Utilization and Model Generalization0
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes0
Learning distinct features helps, provably0
Generalization Bounds for Quantum Learning via Rényi Divergences0
Efficient End-to-End Learning for Decision-Making: A Meta-Optimization Approach0
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