ResearchTrend.AI
Data-driven decision-focused surrogate modeling

Data-driven decision-focused surrogate modeling

Rishabh Gupta
Qi Zhang
ArXivPDFHTML

Papers citing "Data-driven decision-focused surrogate modeling"

6 / 6 papers shown
Title
CF-OPT: Counterfactual Explanations for Structured Prediction
CF-OPT: Counterfactual Explanations for Structured Prediction
Germain Vivier--Ardisson
Alexandre Forel
Axel Parmentier
Thibaut Vidal
OffRL
CML
BDL
40
1
0
28 May 2024
TaskMet: Task-Driven Metric Learning for Model Learning
TaskMet: Task-Driven Metric Learning for Model Learning
Dishank Bansal
Ricky T. Q. Chen
Mustafa Mukadam
Brandon Amos
FedML
20
10
0
08 Dec 2023
Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties
Efficient Surrogate Models for Materials Science Simulations: Machine Learning-based Prediction of Microstructure Properties
Binh Duong Nguyen
Pavlo Potapenko
Aytekin Dermici
Kishan Govind
Sébastien Bompas
Stefan Sandfeld
AI4CE
19
9
0
01 Sep 2023
Efficient Learning of Decision-Making Models: A Penalty Block Coordinate Descent Algorithm for Data-Driven Inverse Optimization
Efficient Learning of Decision-Making Models: A Penalty Block Coordinate Descent Algorithm for Data-Driven Inverse Optimization
Rishabh Gupta
Qi Zhang
26
4
0
27 Oct 2022
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method
Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method
James Kotary
Ferdinando Fioretto
Pascal Van Hentenryck
43
20
0
12 Oct 2021
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods
Predicting AC Optimal Power Flows: Combining Deep Learning and Lagrangian Dual Methods
Ferdinando Fioretto
Terrence W.K. Mak
Pascal Van Hentenryck
AI4CE
81
199
0
19 Sep 2019