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Learning Theory

Learning theory

Papers

Showing 821830 of 852 papers

TitleStatusHype
Better Depth-Width Trade-offs for Neural Networks through the lens of Dynamical Systems0
Beyond Discrepancy: A Closer Look at the Theory of Distribution Shift0
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design0
Beyond the Low-Degree Algorithm: Mixtures of Subcubes and Their Applications0
Binary Classification with Classical Instances and Quantum Labels0
Binary Excess Risk for Smooth Convex Surrogates0
Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing0
Black-box tests for algorithmic stability0
Blackwell Online Learning for Markov Decision Processes0
Borsuk-Ulam and Replicable Learning of Large-Margin Halfspaces0
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