SOTAVerified

Generalization Bounds

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 686 papers

TitleStatusHype
Improving Generalization Bounds for VC Classes Using the Hypergeometric Tail InversionCode0
PAC-Bayesian Learning of Aggregated Binary Activated Neural Networks with Probabilities over Representations—0
Does the Data Induce Capacity Control in Deep Learning?Code0
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event DataCode1
Optimizing Information-theoretical Generalization Bounds via Anisotropic Noise in SGLD—0
Quantum Boosting using Domain-Partitioning HypothesesCode0
Integrated Conditional Estimation-Optimization—0
UniFed: A Unified Framework for Federated Learning on Non-IID Image Features—0
Explaining generalization in deep learning: progress and fundamental limits—0
Block Contextual MDPs for Continual Learning—0
Learning from non-irreducible Markov chains—0
Information-theoretic generalization bounds for black-box learning algorithmsCode0
Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised LearningCode0
Information-Theoretic Generalization Bounds for Iterative Semi-Supervised Learning—0
Task Relatedness-Based Generalization Bounds for Meta Learning—0
Improved Generalization Bound for Deep Neural Networks Using Geometric Functional Analysis—0
Two Regimes of Generalization for Non-Linear Metric Learning—0
Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms—0
Improved Generalization Risk Bounds for Meta-Learning with PAC-Bayes-kl Analysis—0
Huber Additive Models for Non-stationary Time Series Analysis—0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data—0
Theoretical understanding of adversarial reinforcement learning via mean-field optimal control—0
High Probability Generalization Bounds for Minimax Problems with Fast Rates—0
Fairness-aware Federated Learning—0
Optimization and Adaptive Generalization of Three layer Neural Networks—0
Show:102550
← PrevPage 14 of 28Next →

No leaderboard results yet.