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Learning Theory

Learning theory

Papers

Showing 401425 of 852 papers

TitleStatusHype
A Moment-Matching Approach to Testable Learning and a New Characterization of Rademacher Complexity0
Likelihood-Ratio Regularized Quantile Regression: Adapting Conformal Prediction to High-Dimensional Covariate Shifts0
Learning Description Logic Ontologies. Five Approaches. Where Do They Stand?0
Learning deterministic hydrodynamic equations from stochastic active particle dynamics0
Learning Distributions by Generative Adversarial Networks: Approximation and Generalization0
Learning DNF Expressions from Fourier Spectrum0
Learning DNF through Generalized Fourier Representations0
Learning from many trajectories0
Learning from weakly dependent data under Dobrushin's condition0
Learning Guarantee of Reward Modeling Using Deep Neural Networks0
Learning Hierarchical Polynomials of Multiple Nonlinear Features with Three-Layer Networks0
Deep Reinforcement Learning and the Deadly Triad0
Markets with Heterogeneous Agents: Dynamics and Survival of Bayesian vs. No-Regret Learners0
Learning in Observable POMDPs, without Computationally Intractable Oracles0
Learning Internal Representations (PhD Thesis)0
Learning Losses for Strategic Classification0
Learning Mixtures of Gaussians in High Dimensions0
Depth-Width Trade-offs for Neural Networks via Topological Entropy0
Learning Neural Networks with Two Nonlinear Layers in Polynomial Time0
Learning opacity in Stratal Maximum Entropy Grammar0
Learning Possibilistic Logic Theories from Default Rules0
Learning Prediction Intervals for Regression: Generalization and Calibration0
Learning Probability Measures with respect to Optimal Transport Metrics0
Learning rates of l^q coefficient regularization learning with Gaussian kernel0
Experimental learning of quantum states0
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