Statistical Compressed Sensing of Gaussian Mixture Models

30 January 2011

Papers citing "Statistical Compressed Sensing of Gaussian Mixture Models"

16 / 16 papers shown

Title
Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression Gabriel Arpino R. Venkataramanan 68 5 0 03 Mar 2023
A Weighted Generalized Coherence Approach for Sensing Matrix Design Ameya Anjarlekar Ajit V. Rajwade 139 0 0 06 Oct 2021
Invertible generative models for inverse problems: mitigating representation error and dataset bias Muhammad Asim Max Daniels Oscar Leong Ali Ahmed Paul Hand 182 154 0 28 May 2019
Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization Aditya Grover Stefano Ermon 100 53 0 26 Dec 2018
Modeling Sparse Deviations for Compressed Sensing using Generative Models Manik Dhar Aditya Grover Stefano Ermon 85 79 0 04 Jul 2018
Compressive Sensing via Convolutional Factor Analysis Xin Yuan Yunchen Pu Lawrence Carin 58 3 0 11 Jan 2017
Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis M. Rahmani George Atia 101 135 0 15 Sep 2016
Compressive Sensing via Low-Rank Gaussian Mixture Models Xin Yuan Hong Jiang Gang Huang P. Wilford 70 11 0 27 Aug 2015
The Role of Principal Angles in Subspace Classification Jiaji Huang Qiang Qiu Robert Calderbank 52 16 0 15 Jul 2015
Compressive Hyperspectral Imaging with Side Information Xin Yuan Tsung-Han Tsai Ruoyu Zhu P. Llull D. Brady Lawrence Carin 63 164 0 22 Feb 2015
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information F. Renna Liming Wang Xin Yuan Jianbo Yang Galen Reeves Robert Calderbank Lawrence Carin M. Rodrigues 72 45 0 01 Dec 2014
Info-Greedy sequential adaptive compressed sensing Gábor Braun Sebastian Pokutta Yao Xie 99 34 0 02 Jul 2014
Identifying Outliers in Large Matrices via Randomized Adaptive Compressive Sampling Xingguo Li Jarvis Haupt 115 59 0 01 Jul 2014
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models J. Duarte-Carvajalino Guillermo Sapiro Guoshen Yu Lawrence Carin 49 8 0 26 Dec 2011
Statistical Compressive Sensing of Gaussian Mixture Models Guoshen Yu Guillermo Sapiro 90 16 0 20 Oct 2010
Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity Guoshen Yu Guillermo Sapiro S. Mallat 131 610 0 15 Jun 2010