Maxime Mulamba

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Probability Estimation

Constraint Solving

Learning Preferences

Top Venues

Comput. Ind. Eng.

Publications

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 (2024)
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 (2023)
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 (2023)
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)
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 (2022)
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
Contrastive Losses and Solution Caching for Predict-and-Optimize. IJCAI (2021)
Jayanta Mandi, Víctor Bucarey, Maxime Mulamba, Tias Guns
Predict and Optimize: Through the Lens of Learning to Rank. CoRR (2021)
Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns
Hybrid Classification and Reasoning for Image-based Constraint Solving. CoRR (2020)
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
Discrete solution pools and noise-contrastive estimation for predict-and-optimize. CoRR (2020)
Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns
Hybrid Classification and Reasoning for Image-Based Constraint Solving. CPAIOR (2020)