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Generalization Bounds

Papers

Showing 191200 of 686 papers

TitleStatusHype
Sharp Generalization of Transductive Learning: A Transductive Local Rademacher Complexity Approach0
Fantastic Generalization Measures are Nowhere to be Found0
Generalization Bounds: Perspectives from Information Theory and PAC-Bayes0
Generalization Bound and Learning Methods for Data-Driven Projections in Linear Programming0
Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data0
Implicit Graph Neural Diffusion Networks: Convergence, Generalization, and Over-SmoothingCode0
Classification with Deep Neural Networks and Logistic Loss0
Learning Expressive Priors for Generalization and Uncertainty Estimation in Neural NetworksCode0
On the sample complexity of parameter estimation in logistic regression with normal design0
Generalization Guarantees via Algorithm-dependent Rademacher Complexity0
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