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Generalization Bounds

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TitleStatusHype
Functions with average smoothness: structure, algorithms, and learning—0
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability—0
Generalization Analysis for Contrastive Representation Learning—0
Generalization Analysis for Contrastive Representation Learning under Non-IID Settings—0
Generalization Analysis for Deep Contrastive Representation Learning—0
Generalization and Representational Limits of Graph Neural Networks—0
Compute-Optimal LLMs Provably Generalize Better With Scale—0
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage—0
Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss—0
A Functional Perspective on Learning Symmetric Functions with Neural Networks—0
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