Flexible Multi-layer Sparse Approximations of Matrices and Applications

Flexible Multi-layer Sparse Approximations of Matrices and Applications

24 June 2015

Luc Le Magoarou

Rémi Gribonval

Papers citing "Flexible Multi-layer Sparse Approximations of Matrices and Applications"

8 / 8 papers shown

Title
Two Sparse Matrices are Better than One: Sparsifying Neural Networks with Double Sparse Factorization Vladimír Boža Vladimír Macko 40 1 0 27 Sep 2024
Monarch: Expressive Structured Matrices for Efficient and Accurate Training Tri Dao Beidi Chen N. Sohoni Arjun D Desai Michael Poli Jessica Grogan Alexander Liu Aniruddh Rao Atri Rudra Christopher Ré 32 87 0 01 Apr 2022
Efficient Identification of Butterfly Sparse Matrix Factorizations Léon Zheng E. Riccietti Rémi Gribonval 44 6 0 04 Oct 2021
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings Carla Schenker Jérémy E. Cohen E. Acar 16 22 0 19 Jul 2020
Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations Tri Dao Albert Gu Matthew Eichhorn Atri Rudra Christopher Ré 24 102 0 14 Mar 2019
Stable safe screening and structured dictionaries for faster L1 regularization C. Dantas Rémi Gribonval 39 5 0 17 Dec 2018
Compressive K-means Nicolas Keriven Nicolas M Tremblay Y. Traonmilin Rémi Gribonval 30 53 0 27 Oct 2016
Sketching for Large-Scale Learning of Mixture Models Nicolas Keriven Anthony Bourrier Rémi Gribonval Patrick Pérez 37 75 0 09 Jun 2016