Dictionary Learning for Massive Matrix Factorization

v1v2 (latest)

Dictionary Learning for Massive Matrix Factorization

3 May 2016

Bertrand Thirion

Gaël Varoquaux

ArXiv (abs)PDF HTML

Papers citing "Dictionary Learning for Massive Matrix Factorization"

17 / 17 papers shown

Title
In-depth Analysis of Low-rank Matrix Factorisation in a Federated Setting Constantin Philippenko Kevin Scaman Laurent Massoulié FedML 110 1 0 13 Sep 2024
Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression Li Wan T. Alpcan M. Kuijper Emanuele Viterbo 65 0 0 28 Apr 2024
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar Stefanos Zafeiriou 62 126 0 07 Jul 2021
Fine-grain atlases of functional modes for fMRI analysis Kamalaker Dadi Gaël Varoquaux Antonia Machlouzarides-Shalit Krzysztof J. Gorgolewski Demian Wassermann Bertrand Thirion A. Mensch AI4CE 84 95 0 05 Mar 2020
Probabilistic sequential matrix factorization Ömer Deniz Akyildiz Gerrit J. J. van den Burg Theodoros Damoulas M. Steel 53 2 0 09 Oct 2019
Fast shared response model for fMRI data Hugo Richard Lucas Martin Ana Luísa Pinho Jonathan W. Pillow Bertrand Thirion 23 6 0 27 Sep 2019
Stochastic Convolutional Sparse Coding J. Xiong Peter Richtárik Wolfgang Heidrich 35 4 0 31 Aug 2019
Compressed Dictionary Learning Karin Schnass Flávio C. A. Teixeira 60 5 0 02 May 2018
Learning Neural Representations of Human Cognition across Many fMRI Studies G. Flandin D. Handwerker Michael Hanke D. Keator Thomas E. Nichols AI4CE 61 45 0 31 Oct 2017
Scalable Online Convolutional Sparse Coding Yaqing Wang Quanming Yao James T. Kwok L. Ni 91 34 0 21 Jun 2017
Online Convolutional Dictionary Learning for Multimodal Imaging Kévin Degraux Ulugbek S. Kamilov P. Boufounos Dehong Liu 56 27 0 13 Jun 2017
Stochastic Subsampling for Factorizing Huge Matrices A. Mensch Julien Mairal Bertrand Thirion Gaël Varoquaux 70 30 0 19 Jan 2017
Subsampled online matrix factorization with convergence guarantees A. Mensch Julien Mairal Gaël Varoquaux Bertrand Thirion 20 2 0 30 Nov 2016
An Efficient Method for Robust Projection Matrix Design Tao Hong Zhihui Zhu 60 23 0 27 Sep 2016
Recursive nearest agglomeration (ReNA): fast clustering for approximation of structured signals Andrés Hoyos-Idrobo Gaël Varoquaux J. Kahn Bertrand Thirion 76 22 0 15 Sep 2016
Online Nonnegative Matrix Factorization with General Divergences Renbo Zhao Vincent Y. F. Tan Huan Xu 101 29 0 30 Jul 2016
Online Nonnegative Matrix Factorization with Outliers Renbo Zhao Vincent Y. F. Tan 107 47 0 10 Apr 2016