SOTAVerified

Generalization Bounds

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 686 papers

TitleStatusHype
A PAC-Bayesian Generalization Bound for Equivariant Networks—0
A PAC-Bayesian Tutorial with A Dropout Bound—0
Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions—0
Apportioned Margin Approach for Cost Sensitive Large Margin Classifiers—0
Approximate Description Length, Covering Numbers, and VC Dimension—0
A Primal-Dual link between GANs and Autoencoders—0
A Rademacher Complexity Based Method fo rControlling Power and Confidence Level in Adaptive Statistical Analysis—0
Architecture independent generalization bounds for overparametrized deep ReLU networks—0
A study of the classification of low-dimensional data with supervised manifold learning—0
A Limitation of the PAC-Bayes Framework—0
Generalization Error Bounds for Noisy, Iterative Algorithms via Maximal Leakage—0
A Theory of Label Propagation for Subpopulation Shift—0
Adaptive Data Analysis for Growing Data—0
Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes—0
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks—0
Aggregation Weighting of Federated Learning via Generalization Bound Estimation—0
A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning—0
Can SGD Learn Recurrent Neural Networks with Provable Generalization?—0
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics—0
Class-wise Generalization Error: an Information-Theoretic Analysis—0
A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction—0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization—0
Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank—0
A Note on High-Probability versus In-Expectation Guarantees of Generalization Bounds in Machine Learning—0
A note on generalization bounds for losses with finite moments—0
Show:102550
← PrevPage 3 of 28Next →

No leaderboard results yet.