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Generalization Bounds

Papers

Showing 201225 of 686 papers

TitleStatusHype
Adaptive Metric Dimensionality Reduction0
Generalization Bounds for Data-Driven Numerical Linear Algebra0
Generalization Bounds for Convolutional Neural Networks0
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality0
Generalization Bounds for Adversarial Contrastive Learning0
Confusion-Based Online Learning and a Passive-Aggressive Scheme0
Generalization Bounds and Stopping Rules for Learning with Self-Selected Data0
Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects0
Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks0
Generalization Bounds for Dependent Data using Online-to-Batch Conversion0
Generalization Bounds for Domain Adaptation0
Generalization Bounds for Equivariant Networks on Markov Data0
Generalization Bounds for Gradient Methods via Discrete and Continuous Prior0
Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss0
Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds0
A PAC-Bayesian Generalization Bound for Equivariant Networks0
Generalization bounds and algorithms for estimating conditional average treatment effect of dosage0
Generalization Bounds for Label Noise Stochastic Gradient Descent0
Generalization bounds for learning under graph-dependence: A survey0
Compute-Optimal LLMs Provably Generalize Better With Scale0
Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching0
Generalization Bounds for Message Passing Networks on Mixture of Graphons0
Generalization and Representational Limits of Graph Neural Networks0
Generalization bounds for mixing processes via delayed online-to-PAC conversions0
Generalization Analysis for Deep Contrastive Representation Learning0
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