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Generalization Bounds

Papers

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TitleStatusHype
Infinite-dimensional reservoir computing0
Information Complexity and Generalization Bounds0
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization0
Epistemic Errors of Imperfect Multitask Learners When Distributions Shift0
Information-Theoretic Generalization Bounds for Stochastic Gradient Descent0
Information-Theoretic Generalization Bounds for Meta-Learning and Applications0
Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms0
A New Family of Generalization Bounds Using Samplewise Evaluated CMI0
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications0
Information-Theoretic Generalization Bounds of Replay-based Continual Learning0
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