SOTAVerified

Generalization Bounds

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 686 papers

TitleStatusHype
Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample Sizes—0
f-Domain-Adversarial Learning: Theory and Algorithms for Unsupervised Domain Adaptation with Neural Networks—0
Classification with Deep Neural Networks and Logistic Loss—0
Advocating for the Silent: Enhancing Federated Generalization for Non-Participating Clients—0
Federated Variational Inference: Towards Improved Personalization and Generalization—0
Fine-Grained Analysis of Stability and Generalization for Stochastic Gradient Descent—0
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random—0
Fine-grained Generalization Analysis of Vector-valued Learning—0
Fine-grained Generalization Analysis of Structured Output Prediction—0
A Mechanism of Implicit Regularization in Deep Learning—0
Formal limitations of sample-wise information-theoretic generalization bounds—0
Foundations of Coupled Nonlinear Dimensionality Reduction—0
Fractal Structure and Generalization Properties of Stochastic Optimization Algorithms—0
From Mutual Information to Expected Dynamics: New Generalization Bounds for Heavy-Tailed SGD—0
Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization—0
Functions with average smoothness: structure, algorithms, and learning—0
Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability—0
Generalization Analysis for Contrastive Representation Learning—0
Generalization Analysis for Contrastive Representation Learning under Non-IID Settings—0
Generalization Analysis for Deep Contrastive Representation Learning—0
Generalization and Representational Limits of Graph Neural Networks—0
Compute-Optimal LLMs Provably Generalize Better With Scale—0
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage—0
Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss—0
A Functional Perspective on Learning Symmetric Functions with Neural Networks—0
Show:102550
← PrevPage 8 of 28Next →

No leaderboard results yet.