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Learning Theory

Learning theory

Papers

Showing 7180 of 852 papers

TitleStatusHype
Consistent Sparse Deep Learning: Theory and ComputationCode0
Data-Driven Performance Guarantees for Classical and Learned OptimizersCode0
Causal-StoNet: Causal Inference for High-Dimensional Complex DataCode0
Causal RegularizationCode0
Comparing Text Representations: A Theory-Driven ApproachCode0
Data-Error Scaling in Machine Learning on Natural Discrete Combinatorial Mutation-prone Sets: Case Studies on Peptides and Small MoleculesCode0
Deep Learning in Random Neural Fields: Numerical Experiments via Neural Tangent KernelCode0
Deep Learning is Singular, and That's GoodCode0
Deep Learning without Poor Local MinimaCode0
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rulesCode0
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