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Learning Theory

Learning theory

Papers

Showing 211220 of 852 papers

TitleStatusHype
Information Leakage Detection through Approximate Bayes-optimal PredictionCode0
The twin peaks of learning neural networks0
Hallucination is Inevitable: An Innate Limitation of Large Language Models0
A comprehensive review of Quantum Machine Learning: from NISQ to Fault Tolerance0
A Survey on Statistical Theory of Deep Learning: Approximation, Training Dynamics, and Generative Models0
Stabilizing Sharpness-aware Minimization Through A Simple Renormalization StrategyCode0
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation0
Statistical learning theory and Occam's razor: The core argument0
Quantum Algorithms for the Pathwise Lasso0
Reasoning with random sets: An agenda for the future0
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