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2020 – today
- 2024
[j3]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)- [j2]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) - [c8]Jayanta Mandi, Marco Foschini, Daniel Höller, Sylvie Thiébaux, Jörg Hoffmann, Tias Guns:
Decision-Focused Learning to Predict Action Costs for Planning. ECAI 2024: 4060-4067 - [i12]Jayanta Mandi, Marco Foschini, Daniel Höller, Sylvie Thiébaux, Jörg Hoffmann, Tias Guns:
Decision-Focused Learning to Predict Action Costs for Planning. CoRR abs/2408.06876 (2024) - 2023
- [j1]Rocsildes Canoy, Víctor Bucarey, Jayanta Mandi, Tias Guns:
Learn and route: learning implicit preferences for vehicle routing. Constraints An Int. J. 28(3): 363-396 (2023) - [i11]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) - [i10]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
- [c7]Jayanta Mandi, Víctor Bucarey, Maxime Mulamba Ke Tchomba, Tias Guns:
Decision-Focused Learning: Through the Lens of Learning to Rank. ICML 2022: 14935-14947 - [i9]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
- [c6]Jayanta Mandi, Rocsildes Canoy, Víctor Bucarey, Tias Guns:
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP. CP 2021: 42:1-42:17 - [c5]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 - [i8]Rocsildes Canoy, Victor Bucarey, Jayanta Mandi, Tias Guns:
Learn-n-Route: Learning implicit preferences for vehicle routing. CoRR abs/2101.03936 (2021) - [i7]Jayanta Mandi, Rocsildes Canoy, Víctor Bucarey, Tias Guns:
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP. CoRR abs/2108.04578 (2021) - [i6]Jayanta Mandi, Víctor Bucarey, Maxime Mulamba, Tias Guns:
Predict and Optimize: Through the Lens of Learning to Rank. CoRR abs/2112.03609 (2021) - 2020
- [c4]Jayanta Mandi, Emir Demirovic, Peter J. Stuckey, Tias Guns:
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems. AAAI 2020: 1603-1610 - [c3]Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns:
Hybrid Classification and Reasoning for Image-Based Constraint Solving. CPAIOR 2020: 364-380 - [c2]Jayanta Mandi, Tias Guns:
Interior Point Solving for LP-based prediction+optimisation. NeurIPS 2020 - [i5]Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns:
Hybrid Classification and Reasoning for Image-based Constraint Solving. CoRR abs/2003.11001 (2020) - [i4]Jayanta Mandi, Tias Guns:
Interior Point Solving for LP-based prediction+optimisation. CoRR abs/2010.13943 (2020) - [i3]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)
2010 – 2019
- 2019
- [i2]Jayanta Mandi, Emir Demirovic, Peter J. Stuckey, Tias Guns:
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems. CoRR abs/1911.10092 (2019) - [i1]Dipankar Chakrabarti, Neelam Patodia, Udayan Bhattacharya, Indranil Mitra, Satyaki Roy, Jayanta Mandi, Nandini Roy, Prasun Nandy:
Use of Artificial Intelligence to Analyse Risk in Legal Documents for a Better Decision Support. CoRR abs/1912.01111 (2019) - 2018
- [c1]Dipankar Chakrabarti, Neelam Patodia, Udayan Bhattacharya, Indranil Mitra, Satyaki Roy, Jayanta Mandi, Nandini Roy, Prasun Nandy:
Use of Artificial Intelligence to Analyse Risk in Legal Documents for a Better Decision Support. TENCON 2018: 683-688
Coauthor Index
aka: Maxime Mulamba Ke Tchomba
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last updated on 2024-10-28 20:14 CET by the dblp team
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