One-bit compressive sensing with norm estimation

28 April 2014

Papers citing "One-bit compressive sensing with norm estimation"

29 / 29 papers shown

Title
One-bit Compressed Sensing using Generative Models Swatantra Kafle Geethu Joseph P. Varshney DiffM GAN 81 6 0 18 Feb 2025
Tuning-free one-bit covariance estimation using data-driven dithering S. Dirksen J. Maly 30 7 0 24 Jul 2023
Differential Privacy with Random Projections and Sign Random Projections P. Li Xiaoyun Li 52 8 0 22 May 2023
OPORP: One Permutation + One Random Projection Ping Li Xiaoyun Li 47 8 0 07 Feb 2023
Quantizing Heavy-tailed Data in Statistical Estimation: (Near) Minimax Rates, Covariate Quantization, and Uniform Recovery Junren Chen Michael Kwok-Po Ng Di Wang MQ 28 13 0 30 Dec 2022
Binary Iterative Hard Thresholding Converges with Optimal Number of Measurements for 1-Bit Compressed Sensing Namiko Matsumoto A. Mazumdar MQ 36 10 0 07 Jul 2022
One-Bit Compressive Sensing: Can We Go Deep and Blind? Yiming Zeng Shahin Khobahi M. Soltanalian 9 6 0 13 Mar 2022
High Dimensional Statistical Estimation under Uniformly Dithered One-bit Quantization Junren Chen Cheng-Long Wang Michael Kwok-Po Ng Di Wang MQ 28 17 0 26 Feb 2022
Robust 1-bit Compressive Sensing with Partial Gaussian Circulant Matrices and Generative Priors Zhaoqiang Liu Subhro Ghosh J. Han Jonathan Scarlett 37 5 0 08 Aug 2021
New challenges in covariance estimation: multiple structures and coarse quantization J. Maly Tianyu Yang S. Dirksen Holger Rauhut Giuseppe Caire 29 3 0 11 Jun 2021
AdaBoost and robust one-bit compressed sensing Geoffrey Chinot Felix Kuchelmeister Matthias Löffler Sara van de Geer 35 5 0 05 May 2021
Covariance estimation under one-bit quantization S. Dirksen J. Maly Holger Rauhut MQ 34 20 0 02 Apr 2021
A Unified Approach to Uniform Signal Recovery From Non-Linear Observations Martin Genzel A. Stollenwerk 19 6 0 19 Sep 2020
One-Bit Compressed Sensing via One-Shot Hard Thresholding Jie Shen 20 5 0 07 Jul 2020
The Generalized Lasso with Nonlinear Observations and Generative Priors Zhaoqiang Liu Jonathan Scarlett 12 26 0 22 Jun 2020
Procrustean Orthogonal Sparse Hashing Mariano Tepper D. Sengupta Ted Willke 11 1 0 08 Jun 2020
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance Jie Shen Chicheng Zhang 22 14 0 06 Jun 2020
Efficient active learning of sparse halfspaces with arbitrary bounded noise Chicheng Zhang Jie Shen Pranjal Awasthi 30 42 0 12 Feb 2020
Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors Zhaoqiang Liu S. Gomes Avtansh Tiwari Jonathan Scarlett 29 27 0 05 Feb 2020
Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding Shahin Khobahi M. Soltanalian 19 13 0 27 Nov 2019
Fast Signal Recovery from Saturated Measurements by Linear Loss and Nonconvex Penalties Fan He Xiaolin Huang Yipeng Liu Ming Yan 31 3 0 12 Sep 2018
The Generalized Lasso for Sub-gaussian Measurements with Dithered Quantization Christos Thrampoulidis A. S. Rawat MQ 24 30 0 18 Jul 2018
As you like it: Localization via paired comparisons A. Massimino Mark A. Davenport 14 16 0 19 Feb 2018
Robust Decoding from 1-Bit Compressive Sampling with Least Squares Jian Huang Yuling Jiao Xiliang Lu Liping Zhu MQ 26 3 0 03 Nov 2017
An Approach to One-Bit Compressed Sensing Based on Probably Approximately Correct Learning Theory M. Ahsen M. Vidyasagar 24 10 0 22 Oct 2017
Nonconvex penalties with analytical solutions for one-bit compressive sensing Xiaolin Huang Ming Yan 43 28 0 04 Jun 2017
$Non-asymptotic Analysis of $\ell_1$-norm Support Vector Machines$ Non-asymptotic Analysis of $\ell_1$ -norm Support Vector Machines A. Kolleck J. Vybíral 27 5 0 27 Sep 2015
Pinball Loss Minimization for One-bit Compressive Sensing: Convex Models and Algorithms Xiaolin Huang Lei Shi Ming Yan Johan A. K. Suykens MQ 20 3 0 14 May 2015
Exponential decay of reconstruction error from binary measurements of sparse signals Richard Baraniuk S. Foucart Deanna Needell Y. Plan Mary Wootters MQ 35 120 0 31 Jul 2014