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Generalization Bounds

Papers

Showing 671680 of 686 papers

TitleStatusHype
Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms0
From Mutual Information to Expected Dynamics: New Generalization Bounds for Heavy-Tailed SGD0
Functions with average smoothness: structure, algorithms, and learning0
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability0
Generalization Analysis for Contrastive Representation Learning0
Generalization Analysis for Contrastive Representation Learning under Non-IID Settings0
Generalization Analysis for Deep Contrastive Representation Learning0
Generalization and Representational Limits of Graph Neural Networks0
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage0
Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss0
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