Maxime Mulamba

According to our database, Maxime Mulamba authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

CoRR, 2023

Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.

Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi

CoRR, 2023

Sudoku Assistant - an AI-Powered App to Help Solve Pen-and-Paper Sudokus.

Tias Guns, Emilio Gamba, Maxime Mulamba, Ignace Bleukx, Senne Berden, Milan Pesa

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Probability estimation and structured output prediction for learning preferences in last mile delivery.

Rocsildes Canoy, Victor Bucarey, Yves Molenbruch, Maxime Mulamba, Jayanta Mandi, Tias Guns

CoRR, 2022

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

Jayanta Mandi, Víctor Bucarey, Maxime Mulamba Ke Tchomba, Tias Guns

Proceedings of the International Conference on Machine Learning, 2022

2021

Predict and Optimize: Through the Lens of Learning to Rank.

Jayanta Mandi, Víctor Bucarey, Maxime Mulamba, Tias Guns

CoRR, 2021

Contrastive Losses and Solution Caching for Predict-and-Optimize.

Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

Discrete solution pools and noise-contrastive estimation for predict-and-optimize.

Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns

CoRR, 2020

Hybrid Classification and Reasoning for Image-Based Constraint Solving.

Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020