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Learning Theory

Learning theory

Papers

Showing 7180 of 852 papers

TitleStatusHype
A Linear Theory of Multi-Winner Voting0
The Emergence of Grammar through Reinforcement Learning0
Sustainable AI: Mathematical Foundations of Spiking Neural Networks0
Quantum Geometry insights in Deep Learning0
The Blessing of Reasoning: LLM-Based Contrastive Explanations in Black-Box Recommender Systems0
Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning0
Towards a Learning Theory of Representation Alignment0
Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts0
Scaling Law for Stochastic Gradient Descent in Quadratically Parameterized Linear Regression0
Learning Theory for Kernel Bilevel Optimization0
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