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Generalization Bounds

Papers

Showing 131140 of 686 papers

TitleStatusHype
Black-Box Generalization: Stability of Zeroth-Order Learning0
An a Priori Exponential Tail Bound for k-Folds Cross-Validation0
A Generalization Bound for Nearly-Linear Networks0
Beyond GNNs: A Sample Efficient Architecture for Graph Problems0
Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation0
Effective Distributed Learning with Random Features: Improved Bounds and Algorithms0
Bennett-type Generalization Bounds: Large-deviation Case and Faster Rate of Convergence0
Benign overfitting in ridge regression0
Efficient and Reliable Overlay Networks for Decentralized Federated Learning0
Efron-Stein PAC-Bayesian Inequalities0
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