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Learning Theory

Learning theory

Papers

Showing 491500 of 852 papers

TitleStatusHype
Optimization Variance: Exploring Generalization Properties of DNNsCode0
Post-mortem on a deep learning contest: a Simpson's paradox and the complementary roles of scale metrics versus shape metrics0
A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees0
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning0
Learning Union of Integer Hypercubes with Queries (Technical Report)0
Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework0
The Modern Mathematics of Deep Learning0
Quantum Machine Learning For Classical Data0
Regret-Optimal LQR Control0
Robust Kernel-based Distribution Regression0
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