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Learning Theory

Learning theory

Papers

Showing 5160 of 852 papers

TitleStatusHype
End-to-end guarantees for indirect data-driven control of bilinear systems with finite stochastic dataCode0
Data-Driven Performance Guarantees for Classical and Learned OptimizersCode0
Continuous vs. Discrete Optimization of Deep Neural NetworksCode0
Data-Error Scaling in Machine Learning on Natural Discrete Combinatorial Mutation-prone Sets: Case Studies on Peptides and Small MoleculesCode0
Deep Learning is Singular, and That's GoodCode0
An Analytic Framework for Robust Training of Artificial Neural NetworksCode0
Causal-StoNet: Causal Inference for High-Dimensional Complex DataCode0
Gray Learning from Non-IID Data with Out-of-distribution SamplesCode0
Adaptive hybrid activation function for deep neural networksCode0
Comparing Text Representations: A Theory-Driven ApproachCode0
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