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Learning Theory

Learning theory

Papers

Showing 151175 of 852 papers

TitleStatusHype
Maximum-Likelihood Quantum State Tomography by Soft-Bayes0
Comparative Learning: A Sample Complexity Theory for Two Hypothesis Classes0
A PAC Approach to Application-Specific Algorithm Selection0
Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network0
Compression, Generalization and Learning0
Compressive Learning for Semi-Parametric Models0
Computabilities of Validity and Satisfiability in Probability Logics over Finite and Countable Models0
Computable learning of natural hypothesis classes0
A Domain-Knowledge-Aided Deep Reinforcement Learning Approach for Flight Control Design0
Computing the Shattering Coefficient of Supervised Learning Algorithms0
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification0
Conformal Shield: A Novel Adversarial Attack Detection Framework for Automatic Modulation Classification0
Consistency Analysis for Binary Classification Revisited0
A Learning Theory in Linear Systems under Compositional Models0
Constrained Learning with Non-Convex Losses0
Constructive Large Language Models Alignment with Diverse Feedback0
Continuity of Generalized Entropy and Statistical Learning0
Continuous Homeostatic Reinforcement Learning for Self-Regulated Autonomous Agents0
Barren Plateaus in Variational Quantum Computing0
Contrasting random and learned features in deep Bayesian linear regression0
Contrastive Learning as Kernel Approximation0
Convergence Analysis of Gradient EM for Multi-component Gaussian Mixture0
A General Control-Theoretic Approach for Reinforcement Learning: Theory and Algorithms0
Convergence of Statistical Estimators via Mutual Information Bounds0
Borsuk-Ulam and Replicable Learning of Large-Margin Halfspaces0
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