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Learning Theory

Learning theory

Papers

Showing 711720 of 852 papers

TitleStatusHype
10 Years of Fair Representations: Challenges and Opportunities0
Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework0
Graph-based Discriminators: Sample Complexity and Expressiveness0
1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation0
2 Notes on Classes with Vapnik-Chervonenkis Dimension 10
A Bayesian Approach to (Online) Transfer Learning: Theory and Algorithms0
A Bennett Inequality for the Missing Mass0
A call for embodied AI0
Accelerating Federated Edge Learning via Optimized Probabilistic Device Scheduling0
A Characterization of List Learnability0
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