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Learning Theory

Learning theory

Papers

Showing 681690 of 852 papers

TitleStatusHype
Tighter Problem-Dependent Regret Bounds in Reinforcement Learning without Domain Knowledge using Value Function Bounds0
Max-Diversity Distributed Learning: Theory and Algorithms0
Deep Reinforcement Learning and the Deadly Triad0
Machine Learning of coarse-grained Molecular Dynamics Force Fields0
Practical methods for graph two-sample testingCode0
The SWAG Algorithm; a Mathematical Approach that Outperforms Traditional Deep Learning. Theory and ImplementationCode0
An Algorithmic Perspective on Imitation Learning0
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers0
A Bayesian Perspective of Statistical Machine Learning for Big DataCode0
An Optimal Transport View on Generalization0
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