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Learning Theory

Learning theory

Papers

Showing 401410 of 852 papers

TitleStatusHype
Information-Theoretic Analysis of Minimax Excess Risk0
Artificial Intelligence and Spontaneous Collusion0
Minimax Regret Optimization for Robust Machine Learning under Distribution Shift0
Trust in AI: Interpretability is not necessary or sufficient, while black-box interaction is necessary and sufficient0
Deep Learning in Random Neural Fields: Numerical Experiments via Neural Tangent KernelCode0
The no-free-lunch theorems of supervised learning0
Smoothed Online Learning is as Easy as Statistical Learning0
Interplay between depth of neural networks and locality of target functions0
Limitation of Characterizing Implicit Regularization by Data-independent Functions0
Learning deterministic hydrodynamic equations from stochastic active particle dynamics0
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