Maxime Mulamba

12 papers A* 2B 1Journal 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities.
J. Artif. Intell. Res.
Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto
2024 J jnl
Perception-based constraint solving for sudoku images.
Constraints An Int. J.
Maxime Mulamba, Jayanta Mandi, Ali Irfan Mahmutogullari, Tias Guns
2024 J jnl
Probability estimation and structured output prediction for learning preferences in last mile delivery.
Comput. Ind. Eng.
Rocsildes Canoy, Victor Bucarey, Jayanta Mandi, Maxime Mulamba, Yves Molenbruch, Tias Guns
2023 J jnl
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities.
CoRR
Jayanta Mandi, James Kotary, Senne Berden, Maxime Mulamba, Victor Bucarey, Tias Guns, Ferdinando Fioretto
2023 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
CoRR
Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi
2023 A* conf
Sudoku Assistant - an AI-Powered App to Help Solve Pen-and-Paper Sudokus.
AAAI
Tias Guns, Emilio Gamba, Maxime Mulamba, Ignace Bleukx, Senne Berden, Milan Pesa
2022 J jnl
Probability estimation and structured output prediction for learning preferences in last mile delivery.
CoRR
Rocsildes Canoy, Victor Bucarey, Yves Molenbruch, Maxime Mulamba, Jayanta Mandi, Tias Guns
2021 A* conf
Contrastive Losses and Solution Caching for Predict-and-Optimize.
IJCAI
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
2021 J jnl
Predict and Optimize: Through the Lens of Learning to Rank.
CoRR
Jayanta Mandi, Víctor Bucarey, Maxime Mulamba, Tias Guns
2020 J jnl
Discrete solution pools and noise-contrastive estimation for predict-and-optimize.
CoRR
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
2020 B conf
Hybrid Classification and Reasoning for Image-Based Constraint Solving.
CPAIOR
Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns
2020 J jnl
Hybrid Classification and Reasoning for Image-based Constraint Solving.
CoRR
Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns