Sharp Time--Data Tradeoffs for Linear Inverse Problems

Sharp Time--Data Tradeoffs for Linear Inverse Problems

16 July 2015

Benjamin Recht

Mahdi Soltanolkotabi

Papers citing "Sharp Time--Data Tradeoffs for Linear Inverse Problems"

15 / 15 papers shown

Title
Equivariance Regularization for Image Reconstruction Junqi Tang 19 2 0 10 Feb 2022
Stochastic Primal-Dual Deep Unrolling Junqi Tang Subhadip Mukherjee Carola-Bibiane Schönlieb 22 4 0 19 Oct 2021
Precise Statistical Analysis of Classification Accuracies for Adversarial Training Adel Javanmard Mahdi Soltanolkotabi AAML 26 62 0 21 Oct 2020
A Unified Approach to Uniform Signal Recovery From Non-Linear Observations Martin Genzel A. Stollenwerk 19 6 0 19 Sep 2020
The Practicality of Stochastic Optimization in Imaging Inverse Problems Junqi Tang K. Egiazarian Mohammad Golbabaee Mike Davies 25 30 0 22 Oct 2019
Fast and Provable ADMM for Learning with Generative Priors Fabian Latorre Gómez Armin Eftekhari V. Cevher GAN 25 43 0 07 Jul 2019
Learning Compact Neural Networks with Regularization Samet Oymak MLT 35 39 0 05 Feb 2018
Non-convex Optimization for Machine Learning Prateek Jain Purushottam Kar 22 478 0 21 Dec 2017
Don't relax: early stopping for convex regularization Simon Matet Lorenzo Rosasco S. Villa Bang Long Vu 22 19 0 18 Jul 2017
Understanding the Learned Iterative Soft Thresholding Algorithm with matrix factorization Thomas Moreau Joan Bruna 12 15 0 02 Jun 2017
Fast and Reliable Parameter Estimation from Nonlinear Observations Samet Oymak Mahdi Soltanolkotabi 27 25 0 23 Oct 2016
Understanding Trainable Sparse Coding via Matrix Factorization Thomas Moreau Joan Bruna 18 44 0 01 Sep 2016
Accelerating Eulerian Fluid Simulation With Convolutional Networks Jonathan Tompson Kristofer Schlachter Pablo Sprechmann Ken Perlin 41 528 0 13 Jul 2016
Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems Raja Giryes Yonina C. Eldar A. Bronstein Guillermo Sapiro 17 85 0 30 May 2016
Learning without Concentration S. Mendelson 85 334 0 01 Jan 2014