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Learning Theory

Learning theory

Papers

Showing 1–10 of 852 papers

TitleStatusHype
On the Hardness of Bandit Learning—0
Finding Optimal Kernel Size and Dimension in Convolutional Neural Networks An Architecture Optimization Approach—0
The Universality Lens: Why Even Highly Over-Parametrized Models Learn Well—0
Learning Theory of Decentralized Robust Kernel-Based Learning Algorithm—0
What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness—0
A Machine Learning Theory Perspective on Strategic Litigation—0
Variational Adaptive Noise and Dropout towards Stable Recurrent Neural Networks—0
Learning DNF through Generalized Fourier Representations—0
Distribution free M-estimation—0
Attribute-Efficient PAC Learning of Sparse Halfspaces with Constant Malicious Noise Rate—0
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