SOTAVerified

Generalization Bounds

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 576–600 of 686 papers

TitleStatusHype
A Theory of Output-Side Unsupervised Domain Adaptation—0
A Tight Lower Bound for Uniformly Stable Algorithms—0
A unified framework for information-theoretic generalization bounds—0
A unified framework for learning with nonlinear model classes from arbitrary linear samples—0
A Unified Model and Dimension for Interactive Estimation—0
A unified recipe for deriving (time-uniform) PAC-Bayes bounds—0
A Uniform Generalization Error Bound for Generative Adversarial Networks—0
BARACK: Partially Supervised Group Robustness With Guarantees—0
Benign overfitting in ridge regression—0
Bennett-type Generalization Bounds: Large-deviation Case and Faster Rate of Convergence—0
Dissecting Non-Vacuous Generalization Bounds based on the Mean-Field Approximation—0
Beyond GNNs: A Sample Efficient Architecture for Graph Problems—0
Black-Box Generalization: Stability of Zeroth-Order Learning—0
Block Contextual MDPs for Continual Learning—0
Boosting the Confidence of Generalization for L_2-Stable Randomized Learning Algorithms—0
Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms—0
Boosting the kernelized shapelets: Theory and algorithms for local features—0
Boosting with the Logistic Loss is Consistent—0
Can SGD Learn Recurrent Neural Networks with Provable Generalization?—0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
Chaining Mutual Information and Tightening Generalization Bounds—0
Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics—0
Classification with Deep Neural Networks and Logistic Loss—0
Class-wise Generalization Error: an Information-Theoretic Analysis—0
On the Sample Complexity of Stability Constrained Imitation Learning—0
Show:102550
← PrevPage 24 of 28Next →

No leaderboard results yet.