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Task-Oriented Convex Bilevel Optimization with Latent Feasibility
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Task-Oriented Convex Bilevel Optimization with Latent Feasibility

Risheng Liu
Long Ma
Xiaoming Yuan
Shangzhi Zeng
Jin Zhang
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Papers citing "Task-Oriented Convex Bilevel Optimization with Latent Feasibility"

7 / 7 papers shown
Title
Scalable Plug-and-Play ADMM with Convergence Guarantees
Scalable Plug-and-Play ADMM with Convergence Guarantees
Yu Sun
Zihui Wu
Xiaojian Xu
B. Wohlberg
Ulugbek S. Kamilov
BDL
91
75
0
05 Jun 2020
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling
Investigating Task-driven Latent Feasibility for Nonconvex Image Modeling
Risheng Liu
Pan Mu
Jian Chen
Xin-Yue Fan
Zhongxuan Luo
67
25
0
18 Oct 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers
Ernest K. Ryu
Jialin Liu
Sicheng Wang
Xiaohan Chen
Zhangyang Wang
W. Yin
AI4CE
66
354
0
14 May 2019
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems
Risheng Liu
Shichao Cheng
Yi He
Xin-Yue Fan
Zhouchen Lin
Zhongxuan Luo
53
68
0
16 Aug 2018
Non-convex Optimization for Machine Learning
Non-convex Optimization for Machine Learning
Prateek Jain
Purushottam Kar
163
486
0
21 Dec 2017
Learning Deep CNN Denoiser Prior for Image Restoration
Learning Deep CNN Denoiser Prior for Image Restoration
Peng Sun
W. Zuo
Shuhang Gu
Lei Zhang
SupR
151
1,844
0
11 Apr 2017
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers
S. Negahban
Pradeep Ravikumar
Martin J. Wainwright
Bin Yu
474
1,379
0
13 Oct 2010