Kotary, James

8 publications

JAIR 2024 Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto

ICMLW 2024 Differentiable Approximations of Fair OWA Optimization My H Dinh, James Kotary, Ferdinando Fioretto

UAI 2024 End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty My H. Dinh, James Kotary, Ferdinando Fioretto

IJCAI 2023 Backpropagation of Unrolled Solvers with Folded Optimization James Kotary, My H. Dinh, Ferdinando Fioretto

IJCAI 2023 Differentiable Model Selection for Ensemble Learning James Kotary, Vincenzo Di Vito, Ferdinando Fioretto

AAAI 2022 Fast Approximations for Job Shop Scheduling: A Lagrangian Dual Deep Learning Method James Kotary, Ferdinando Fioretto, Pascal Van Hentenryck

IJCAI 2021 End-to-End Constrained Optimization Learning: A Survey James Kotary, Ferdinando Fioretto, Pascal Van Hentenryck, Bryan Wilder

NeurIPS 2021 Learning Hard Optimization Problems: A Data Generation Perspective James Kotary, Ferdinando Fioretto, Pascal Van Hentenryck