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Learning Theory

Learning theory

Papers

Showing 461470 of 852 papers

TitleStatusHype
Towards Explaining Adversarial Examples Phenomenon in Artificial Neural Networks0
An induction proof of the backpropagation algorithm in matrix notation0
Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints0
Continuous vs. Discrete Optimization of Deep Neural NetworksCode0
A Framework for Machine Learning of Model Error in Dynamical SystemsCode0
On the Variance of the Fisher Information for Deep Learning0
Learning an Explicit Hyperparameter Prediction Function Conditioned on TasksCode0
The Last-Iterate Convergence Rate of Optimistic Mirror Descent in Stochastic Variational Inequalities0
A Systems Theory of Transfer Learning0
Learning Bounds for Open-Set LearningCode1
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