Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm

Mimoun Mohamed; François Malgouyres; Valentin Emiya; Caroline Chaux

2024 ICML ICML 2024

Straight-Through Meets Sparse Recovery: the Support Exploration Algorithm

Abstract

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🐣 Hot Topic Early Bird - sparsity

Authors

Mimoun Mohamed, François Malgouyres, Valentin Emiya, Caroline Chaux

Topics

Machine Learning > Optimization & Theory > Neural Network Optimization Deep Learning > Optimization & Theory > Optimization

Keywords

sparsity support recovery restricted isometry property straight-through estimator instance of the ste linear measurements matrix

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