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Learning Theory

Learning theory

Papers

Showing 121130 of 852 papers

TitleStatusHype
Bayesian Inference for Consistent Predictions in Overparameterized Nonlinear RegressionCode0
Solving PDEs on Unknown Manifolds with Machine LearningCode0
How Spurious Features Are Memorized: Precise Analysis for Random and NTK FeaturesCode0
Stabilizing Sharpness-aware Minimization Through A Simple Renormalization StrategyCode0
A Neural Model for Regular Grammar InductionCode0
Stealing Machine Learning Models via Prediction APIsCode0
Causal RegularizationCode0
Consistent Sparse Deep Learning: Theory and ComputationCode0
Deep Learning Theory Review: An Optimal Control and Dynamical Systems PerspectiveCode0
Generalization Bounds with Data-dependent Fractal DimensionsCode0
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