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Learning Theory

Learning theory

Papers

Showing 391400 of 852 papers

TitleStatusHype
Explaining generalization in deep learning: progress and fundamental limits0
Learning and Generalization in Overparameterized Neural Networks, Going Beyond Two Layers0
Deep learning generalizes because the parameter-function map is biased towards simple functions0
A Model of Selective Advantage for the Efficient Inference of Cancer Clonal Evolution0
Learning-Based Compressive MRI0
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design0
Deep Learning Optimization Theory - Trajectory Analysis of Gradient Descent0
Learning circuits with few negations0
A Survey on Optimal Transport for Machine Learning: Theory and Applications0
An induction proof of the backpropagation algorithm in matrix notation0
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