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Generalization Bounds

Papers

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TitleStatusHype
Boosting with the Logistic Loss is Consistent0
Cold Posteriors through PAC-Bayes0
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction0
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization0
Complex-valued embeddings of generic proximity data0
Compressing Heavy-Tailed Weight Matrices for Non-Vacuous Generalization Bounds0
Compression Implies Generalization0
Compute-Optimal LLMs Provably Generalize Better With Scale0
Adaptive Data Analysis for Growing Data0
Boosting the kernelized shapelets: Theory and algorithms for local features0
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