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The Generalized Lasso with Nonlinear Observations and Generative Priors
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The Generalized Lasso with Nonlinear Observations and Generative Priors

Zhaoqiang Liu
Jonathan Scarlett
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Papers citing "The Generalized Lasso with Nonlinear Observations and Generative Priors"

11 / 11 papers shown
Title
Misspecified Phase Retrieval with Generative Priors
Misspecified Phase Retrieval with Generative Priors
Zhaoqiang Liu
Xinshao Wang
Jiulong Liu
86
6
0
11 Oct 2022
Projected Gradient Descent Algorithms for Solving Nonlinear Inverse Problems with Generative Priors
Projected Gradient Descent Algorithms for Solving Nonlinear Inverse Problems with Generative Priors
Zhaoqiang Liu
J. Han
57
7
0
21 Sep 2022
Theoretical Perspectives on Deep Learning Methods in Inverse Problems
Theoretical Perspectives on Deep Learning Methods in Inverse Problems
Jonathan Scarlett
Reinhard Heckel
M. Rodrigues
Paul Hand
Yonina C. Eldar
AI4CE
110
32
0
29 Jun 2022
Non-Iterative Recovery from Nonlinear Observations using Generative Models
Non-Iterative Recovery from Nonlinear Observations using Generative Models
Jiulong Liu
Zhaoqiang Liu
105
12
0
31 May 2022
Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension
Just Least Squares: Binary Compressive Sampling with Low Generative Intrinsic Dimension
Yuling Jiao
Dingwei Li
Min Liu
Xiliang Lu
Yuanyuan Yang
110
2
0
29 Nov 2021
Robust 1-bit Compressive Sensing with Partial Gaussian Circulant Matrices and Generative Priors
Robust 1-bit Compressive Sensing with Partial Gaussian Circulant Matrices and Generative Priors
Zhaoqiang Liu
Subhro Ghosh
J. Han
Jonathan Scarlett
63
8
0
08 Aug 2021
Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors
Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors
Zhaoqiang Liu
Subhro Ghosh
Jonathan Scarlett
59
18
0
29 Jun 2021
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
Jie Shen
87
11
0
19 Dec 2020
A Unified Approach to Uniform Signal Recovery From Non-Linear Observations
A Unified Approach to Uniform Signal Recovery From Non-Linear Observations
Martin Genzel
A. Stollenwerk
56
6
0
19 Sep 2020
Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors
Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors
Zhaoqiang Liu
S. Gomes
Avtansh Tiwari
Jonathan Scarlett
93
28
0
05 Feb 2020
Sparse Sliced Inverse Regression Via Lasso
Sparse Sliced Inverse Regression Via Lasso
Q. Lin
Zhigen Zhao
Jun S. Liu
141
84
0
21 Nov 2016