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Generalization Bounds

Papers

Showing 171180 of 686 papers

TitleStatusHype
From Mutual Information to Expected Dynamics: New Generalization Bounds for Heavy-Tailed SGD0
A unified framework for learning with nonlinear model classes from arbitrary linear samples0
Aggregation Weighting of Federated Learning via Generalization Bound Estimation0
Information-theoretic generalization bounds for learning from quantum data0
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications0
Time-Independent Information-Theoretic Generalization Bounds for SGLD0
Generalization Bounds for Label Noise Stochastic Gradient Descent0
Sample-Conditioned Hypothesis Stability Sharpens Information-Theoretic Generalization Bounds0
Weighted Distance Nearest Neighbor Condensing0
Sequence Length Independent Norm-Based Generalization Bounds for TransformersCode0
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