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Generalization Bounds

Papers

Showing 161170 of 686 papers

TitleStatusHype
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
On Certified Generalization in Structured Prediction0
A Unified Model and Dimension for Interactive Estimation0
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm0
On Feature Diversity in Energy-based Models0
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