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Journal Articles
- 2024
[j2]Rocsildes Canoy
, Victor Bucarey, Jayanta Mandi, Maxime Mulamba, Yves Molenbruch, Tias Guns:
Probability estimation and structured output prediction for learning preferences in last mile delivery. Comput. Ind. Eng. 189: 109932 (2024)- [j1]Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto:
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities. J. Artif. Intell. Res. 80: 1623-1701 (2024)
Conference and Workshop Papers
- 2023
- [c4]Tias Guns, Emilio Gamba, Maxime Mulamba, Ignace Bleukx, Senne Berden, Milan Pesa:
Sudoku Assistant - an AI-Powered App to Help Solve Pen-and-Paper Sudokus. AAAI 2023: 16440-16442 - 2022
- [c3]Jayanta Mandi, Víctor Bucarey, Maxime Mulamba Ke Tchomba, Tias Guns:
Decision-Focused Learning: Through the Lens of Learning to Rank. ICML 2022: 14935-14947 - 2021
- [c2]Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns:
Contrastive Losses and Solution Caching for Predict-and-Optimize. IJCAI 2021: 2833-2840 - 2020
- [c1]Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns:
Hybrid Classification and Reasoning for Image-Based Constraint Solving. CPAIOR 2020: 364-380
Informal and Other Publications
- 2023
- [i6]Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi:
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning. CoRR abs/2307.05213 (2023) - [i5]Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto:
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities. CoRR abs/2307.13565 (2023) - 2022
- [i4]Rocsildes Canoy, Victor Bucarey, Yves Molenbruch, Maxime Mulamba, Jayanta Mandi, Tias Guns:
Probability estimation and structured output prediction for learning preferences in last mile delivery. CoRR abs/2201.10269 (2022) - 2021
- [i3]Jayanta Mandi, Víctor Bucarey, Maxime Mulamba, Tias Guns:
Predict and Optimize: Through the Lens of Learning to Rank. CoRR abs/2112.03609 (2021) - 2020
- [i2]Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns:
Hybrid Classification and Reasoning for Image-based Constraint Solving. CoRR abs/2003.11001 (2020) - [i1]Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns:
Discrete solution pools and noise-contrastive estimation for predict-and-optimize. CoRR abs/2011.05354 (2020)
Coauthor Index
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