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Learning Theory

Learning theory

Papers

Showing 3140 of 852 papers

TitleStatusHype
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural NetworksCode1
Adaptive Feedforward Neural Network Control with an Optimized Hidden Node DistributionCode1
PAC Confidence Sets for Deep Neural Networks via Calibrated PredictionCode1
On the Hardness of Bandit Learning0
Finding Optimal Kernel Size and Dimension in Convolutional Neural Networks An Architecture Optimization Approach0
The Universality Lens: Why Even Highly Over-Parametrized Models Learn Well0
Learning Theory of Decentralized Robust Kernel-Based Learning Algorithm0
What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness0
A Machine Learning Theory Perspective on Strategic Litigation0
Variational Adaptive Noise and Dropout towards Stable Recurrent Neural Networks0
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