Decision-Focused Learning: Through the Lens of Learning to Rank

7 December 2021

Papers citing "Decision-Focused Learning: Through the Lens of Learning to Rank"

6 / 6 papers shown

Title
Generalized Decision Focused Learning under Imprecise Uncertainty--Theoretical Study Keivan K1 Shariatmadar Neil Yorke-Smith Ahmad Osman Fabio Cuzzolin Hans Hallez David Moens 71 0 0 25 Feb 2025
Offline Model-Based Optimization by Learning to Rank Rong-Xi Tan Ke Xue Shen-Huan Lyu Haopu Shang Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 81 2 0 15 Oct 2024
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
The intersection of machine learning with forecasting and optimisation: theory and applications M. Abolghasemi 29 1 0 24 Nov 2022
Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting J. Garcia A. Street Tito Homem-de-Mello F. Muñoz 24 10 0 26 Feb 2021
Decision-Aware Conditional GANs for Time Series Data He Sun Zhun Deng Hui Chen David C. Parkes CML AI4TS 27 17 0 26 Sep 2020