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Structured signal recovery from non-linear and heavy-tailed measurements

5 September 2016

Papers citing "Structured signal recovery from non-linear and heavy-tailed measurements"

20 / 20 papers shown

Title
Statistical Inference for Linear Functionals of Online SGD in High-dimensional Linear Regression Bhavya Agrawalla Krishnakumar Balasubramanian Promit Ghosal 107 2 0 20 Feb 2023
Misspecified Phase Retrieval with Generative Priors Zhaoqiang Liu Xinshao Wang Jiulong Liu 72 6 0 11 Oct 2022
Functional linear and single-index models: A unified approach via Gaussian Stein identity Krishnakumar Balasubramanian Hans-Georg Müller Bharath K. Sriperumbudur 45 6 0 08 Jun 2022
Non-Iterative Recovery from Nonlinear Observations using Generative Models Jiulong Liu Zhaoqiang Liu 101 12 0 31 May 2022
Robust parameter estimation of regression model under weakened moment assumptions Kangqiang Li Songqiao Tang Lixin Zhang 39 0 0 08 Dec 2021
A Unified Approach to Uniform Signal Recovery From Non-Linear Observations Martin Genzel A. Stollenwerk 49 6 0 19 Sep 2020
Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models Marco Mondelli Christos Thrampoulidis R. Venkataramanan 77 17 0 07 Aug 2020
The Generalized Lasso with Nonlinear Observations and Generative Priors Zhaoqiang Liu Jonathan Scarlett 59 28 0 22 Jun 2020
Generic Error Bounds for the Generalized Lasso with Sub-Exponential Data Martin Genzel Christian Kipp 114 10 0 11 Apr 2020
Sharp Asymptotics and Optimal Performance for Inference in Binary Models Hossein Taheri Ramtin Pedarsani Christos Thrampoulidis 84 26 0 17 Feb 2020
High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework Abhishek Chakrabortty Jiarui Lu T. Tony Cai Hongzhe Li 35 6 0 26 Nov 2019
Inference In High-dimensional Single-Index Models Under Symmetric Designs Hamid Eftekhari Moulinath Banerjee Yaácov Ritov 29 2 0 08 Sep 2019
Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis Shuang Qiu Xiaohan Wei Zhuoran Yang 72 25 0 14 Aug 2019
High-dimensional Varying Index Coefficient Models via Stein's Identity Sen Na Zhuoran Yang Zhaoran Wang Mladen Kolar 80 22 0 16 Oct 2018
Structured Recovery with Heavy-tailed Measurements: A Thresholding Procedure and Optimal Rates Xiaohan Wei 71 11 0 16 Apr 2018
Misspecified Nonconvex Statistical Optimization for Phase Retrieval Zhuoran Yang Lin F. Yang Ethan X. Fang T. Zhao Zhaoran Wang Matey Neykov 37 15 0 18 Dec 2017
Lifting high-dimensional nonlinear models with Gaussian regressors Christos Thrampoulidis A. S. Rawat 50 8 0 11 Dec 2017
On Stein's Identity and Near-Optimal Estimation in High-dimensional Index Models Zhuoran Yang Krishnakumar Balasubramanian Han Liu 55 15 0 26 Sep 2017
Surrogate Aided Unsupervised Recovery of Sparse Signals in Single Index Models for Binary Outcomes Abhishek Chakrabortty Matey Neykov Ray Carroll Tianxi Cai 35 2 0 18 Jan 2017
Least squares estimation in the monotone single index model F. Balabdaoui C. Durot H. Jankowski 75 45 0 19 Oct 2016