SOTAVerified

Generalization Bounds

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–325 of 686 papers

TitleStatusHype
Explaining generalization in deep learning: progress and fundamental limits—0
Can SGD Learn Recurrent Neural Networks with Provable Generalization?—0
Explainable Neural Networks with Guarantees: A Sparse Estimation Approach—0
An Exponential Efron-Stein Inequality for Lq Stable Learning Rules—0
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness—0
Information-Theoretic Generalization Bounds of Replay-based Continual Learning—0
Boosting with the Logistic Loss is Consistent—0
Information-theoretic generalization bounds for learning from quantum data—0
Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning—0
Estimating Lipschitz constants of monotone deep equilibrium models—0
Boosting the kernelized shapelets: Theory and algorithms for local features—0
A New Perspective on Machine Learning: How to do Perfect Supervised Learning—0
A Generalization Bound for Online Variational Inference—0
Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank—0
Information-Theoretic Generalization Bounds for Meta-Learning and Applications—0
Information-Theoretic Generalization Bounds for Stochastic Gradient Descent—0
Equivariant score-based generative models provably learn distributions with symmetries efficiently—0
Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms—0
Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization—0
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications—0
Epistemic Errors of Imperfect Multitask Learners When Distributions Shift—0
Information-Theoretic Generalization Bounds for Deep Neural Networks—0
Information Complexity and Generalization Bounds—0
Information Theoretic Lower Bounds for Information Theoretic Upper Bounds—0
Infinite-dimensional reservoir computing—0
Show:102550
← PrevPage 13 of 28Next →

No leaderboard results yet.