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Learning Theory

Learning theory

Papers

Showing 831840 of 852 papers

TitleStatusHype
Learning ReLU networks to high uniform accuracy is intractableCode0
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rulesCode0
Kernel Smoothing, Mean Shift, and Their Learning Theory with Directional DataCode0
Occam Gradient DescentCode0
Improving Few-Shot Learning through Multi-task Representation Learning TheoryCode0
Two Sides of Meta-Learning Evaluation: In vs. Out of DistributionCode0
Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNsCode0
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neuronsCode0
Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity MeasuresCode0
Wikipedia graph mining: dynamic structure of collective memoryCode0
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