Backpropagation of Unrolled Solvers with Folded Optimization

28 January 2023

Papers citing "Backpropagation of Unrolled Solvers with Folded Optimization"

10 / 10 papers shown

Title
LAPSO: A Unified Optimization View for Learning-Augmented Power System Operations Wangkun Xu Zhongda Chu Fei Teng 48 0 0 08 May 2025
Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management Shuyi Chen Ferdinando Fioretto Feng Qiu Shixiang Zhu 75 1 0 25 Feb 2025
Learning Joint Models of Prediction and Optimization James Kotary Vincenzo Di Vito Jacob Cristopher Pascal Van Hentenryck Ferdinando Fioretto 41 2 0 07 Sep 2024
End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty M. H. Dinh James Kotary Ferdinando Fioretto 20 0 0 12 Feb 2024
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages M. H. Dinh James Kotary Ferdinando Fioretto 29 0 0 07 Feb 2024
Analyzing and Enhancing the Backward-Pass Convergence of Unrolled Optimization James Kotary Jacob K Christopher M. H. Dinh Ferdinando Fioretto 16 0 0 28 Dec 2023
Predict-Then-Optimize by Proxy: Learning Joint Models of Prediction and Optimization James Kotary Vincenzo Di Vito Jacob K Christopher Pascal Van Hentenryck Ferdinando Fioretto 39 3 0 22 Nov 2023
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities Jayanta Mandi James Kotary Senne Berden Maxime Mulamba Víctor Bucarey Tias Guns Ferdinando Fioretto AI4CE 28 57 0 25 Jul 2023
Differentiable Model Selection for Ensemble Learning James Kotary Vincenzo Di Vito Ferdinando Fioretto 102 9 0 01 Nov 2022
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 315 36,381 0 25 Aug 2016