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Teaching Networks to Solve Optimization Problems
v1v2 (latest)

Teaching Networks to Solve Optimization Problems

IEEE Access (IEEE Access), 2022
8 February 2022
Hengrong Du
Yuzhe Lu
Ali Abbasi
Meiyi Li
Javad Mohammadi
Soheil Kolouri
ArXiv (abs)PDFHTMLGithub

Papers citing "Teaching Networks to Solve Optimization Problems"

5 / 5 papers shown
Impact of Data Poisoning Attacks on Feasibility and Optimality of Neural Power System Optimizers
Impact of Data Poisoning Attacks on Feasibility and Optimality of Neural Power System Optimizers
Nora Agah
Meiyi Li
Javad Mohammadi
AAML
454
0
0
09 Feb 2025
Toward Rapid, Optimal, and Feasible Power Dispatch through Generalized
  Neural Mapping
Toward Rapid, Optimal, and Feasible Power Dispatch through Generalized Neural Mapping
Meiyi Li
Javad Mohammadi
316
4
0
08 Nov 2023
Continuation Path Learning for Homotopy Optimization
Continuation Path Learning for Homotopy OptimizationInternational Conference on Machine Learning (ICML), 2023
Xi Lin
Zhiyuan Yang
Xiao-Yan Zhang
Qingfu Zhang
370
18
0
24 Jul 2023
Optimization for Amortized Inverse Problems
Optimization for Amortized Inverse ProblemsInternational Conference on Machine Learning (ICML), 2022
Tianci Liu
Tong Yang
Quan Zhang
Qi Lei
376
7
0
25 Oct 2022
Tutorial on amortized optimization
Tutorial on amortized optimization
Brandon Amos
OffRL
960
86
0
01 Feb 2022
1
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