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Learning Theory

Learning theory

Papers

Showing 771780 of 852 papers

TitleStatusHype
Deep Learning is Singular, and That's GoodCode0
Double descent in quantum machine learningCode0
Data-Driven Performance Guarantees for Classical and Learned OptimizersCode0
A primal-dual data-driven method for computational optical imaging with a photonic lanternCode0
Variational Bayesian Neural Networks via Resolution of SingularitiesCode0
On Optimal Interpolation In Linear RegressionCode0
Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear RegressionCode0
Continuous vs. Discrete Optimization of Deep Neural NetworksCode0
Robust Learning from Untrusted SourcesCode0
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal InferenceCode0
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