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Learning Theory

Learning theory

Papers

Showing 141150 of 852 papers

TitleStatusHype
Robust Semi-supervised Learning by Wisely Leveraging Open-set Data0
Is Transductive Learning Equivalent to PAC Learning?0
Data-Error Scaling in Machine Learning on Natural Discrete Combinatorial Mutation-prone Sets: Case Studies on Peptides and Small MoleculesCode0
Towards a Formal Creativity Theory: Preliminary results in Novelty and Transformativeness0
Position: Understanding LLMs Requires More Than Statistical GeneralizationCode0
Barren Plateaus in Variational Quantum Computing0
Error Exponent in Agnostic PAC Learning0
Research on geometric figure classification algorithm based on Deep Learning0
Data-Driven Performance Guarantees for Classical and Learned OptimizersCode0
Generalization Error Bounds for Learning under Censored Feedback0
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