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Generalization Bounds

Papers

Showing 7180 of 686 papers

TitleStatusHype
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization0
Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank0
A Note on High-Probability versus In-Expectation Guarantees of Generalization Bounds in Machine Learning0
A note on generalization bounds for losses with finite moments0
Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks0
Chaining Mutual Information and Tightening Generalization Bounds0
A Nonlinear Kernel Support Matrix Machine for Matrix Learning0
An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics0
A Generalization Bound of Deep Neural Networks for Dependent Data0
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