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Learning Theory

Learning theory

Papers

Showing 631640 of 852 papers

TitleStatusHype
The NTK Adversary: An Approach to Adversarial Attacks without any Model Access0
Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport0
Theoretical Understandings of Product Embedding for E-commerce Machine Learning0
Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression0
The Principles of Deep Learning Theory0
Type-II Saddles and Probabilistic Stability of Stochastic Gradient Descent0
The Pseudo-Dimension of Contracts0
The Sample Complexity of Smooth Boosting and the Tightness of the Hardcore Theorem0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms0
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit0
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