SOTAVerified

Generalization Bounds

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 686 papers

TitleStatusHype
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability—0
Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning—0
Generalization Bounds for Equivariant Networks on Markov Data—0
Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization—0
Improved Margin Generalization Bounds for Voting Classifiers—0
Tight Generalization Bounds for Large-Margin Halfspaces—0
SeWA: Selective Weight Average via Probabilistic Masking—0
Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression—0
Understanding the Generalization Error of Markov algorithms through Poissonization—0
Adversarial Transform Particle FiltersCode0
Data-Driven Neural Certificate Synthesis—0
Unveiling the Mechanisms of Explicit CoT Training: How CoT Enhances Reasoning GeneralizationCode0
Algorithmic Stability of Stochastic Gradient Descent with Momentum under Heavy-Tailed Noise—0
From Low Intrinsic Dimensionality to Non-Vacuous Generalization Bounds in Deep Multi-Task LearningCode0
Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis—0
Towards Sharper Information-theoretic Generalization Bounds for Meta-Learning—0
Generalization Performance of Hypergraph Neural NetworksCode0
Stability and Generalization of Quantum Neural Networks—0
Explainable Neural Networks with Guarantees: A Sparse Estimation Approach—0
Regularized Proportional Fairness Mechanism for Resource Allocation Without Money—0
Understanding Difficult-to-learn Examples in Contrastive Learning: A Theoretical Framework for Spectral Contrastive Learning—0
Generalization Analysis for Deep Contrastive Representation Learning—0
Data-Dependent Generalization Bounds for Parameterized Quantum Models Under Noise—0
The Complexity Dynamics of GrokkingCode1
Deep Distributed Optimization for Large-Scale Quadratic Programming—0
Show:102550
← PrevPage 2 of 28Next →

No leaderboard results yet.