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Learning Theory

Learning theory

Papers

Showing 371380 of 852 papers

TitleStatusHype
Knowledge Distillation: Bad Models Can Be Good Role Models0
Learning Losses for Strategic Classification0
Generalization bounds for learning under graph-dependence: A survey0
Learning from Label Proportions with Instance-wise ConsistencyCode0
Learning curves for the multi-class teacher-student perceptronCode0
Optimal Rejection Function Meets Character Recognition Tasks0
Approximability and Generalisation0
Don't fear the unlabelled: safe semi-supervised learning via simple debiasingCode3
PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification TasksCode1
Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms0
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