Jayanta Mandi

30 papers A* 5A 3B 1C 1Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
J. Artif. Intell. Res.
Mattia Silvestri, Senne Berden, Gaetano Signorelli, Ali Irfan Mahmutogullari, Jayanta Mandi, Brandon Amos, Tias Guns, Michele Lombardi
2025 J jnl
Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints.
CoRR
Jayanta Mandi, Marianne Defresne, Senne Berden, Tias Guns
2025 A conf
Minimizing Surrogate Losses for Decision-Focused Learning Using Differentiable Optimization.
ECAI
Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns
2025 J jnl
Minimizing Surrogate Losses for Decision-Focused Learning using Differentiable Optimization.
CoRR
Jayanta Mandi, Ali Irfan Mahmutogullari, Senne Berden, Tias Guns
2025 A* conf
Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation.
IJCAI
Marianne Defresne, Jayanta Mandi, Tias Guns
2025 J jnl
Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation.
CoRR
Marianne Defresne, Jayanta Mandi, Tias Guns
2024 A conf
Decision-Focused Learning to Predict Action Costs for Planning.
ECAI
Jayanta Mandi, Marco Foschini, Daniel Höller, Sylvie Thiébaux, Jörg Hoffmann, Tias Guns
2024 J jnl
Decision-Focused Learning to Predict Action Costs for Planning.
CoRR
Jayanta Mandi, Marco Foschini, Daniel Höller, Sylvie Thiébaux, Jörg Hoffmann, Tias Guns
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
Learn and route: learning implicit preferences for vehicle routing.
Constraints An Int. J.
Rocsildes Canoy, Víctor Bucarey, Jayanta Mandi, Tias Guns
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
2022 A* conf
Decision-Focused Learning: Through the Lens of Learning to Rank.
ICML
Jayanta Mandi, Víctor Bucarey, Maxime Mulamba Ke Tchomba, Tias Guns
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 A conf
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP.
CP
Jayanta Mandi, Rocsildes Canoy, Víctor Bucarey, Tias Guns
2021 J jnl
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP.
CoRR
Jayanta Mandi, Rocsildes Canoy, Víctor Bucarey, Tias Guns
2021 J jnl
Learn-n-Route: Learning implicit preferences for vehicle routing.
CoRR
Rocsildes Canoy, Victor Bucarey, Jayanta Mandi, 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
2020 A* conf
Interior Point Solving for LP-based prediction+optimisation.
NeurIPS
Jayanta Mandi, Tias Guns
2020 J jnl
Interior Point Solving for LP-based prediction+optimisation.
CoRR
Jayanta Mandi, Tias Guns
2020 A* conf
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems.
AAAI
Jayanta Mandi, Emir Demirovic, Peter J. Stuckey, Tias Guns
2019 J jnl
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems.
CoRR
Jayanta Mandi, Emir Demirovic, Peter J. Stuckey, Tias Guns
2019 J jnl
Use of Artificial Intelligence to Analyse Risk in Legal Documents for a Better Decision Support.
CoRR
Dipankar Chakrabarti, Neelam Patodia, Udayan Bhattacharya, Indranil Mitra, Satyaki Roy, Jayanta Mandi, Nandini Roy, Prasun Nandy
2018 C conf
Use of Artificial Intelligence to Analyse Risk in Legal Documents for a Better Decision Support.
TENCON
Dipankar Chakrabarti, Neelam Patodia, Udayan Bhattacharya, Indranil Mitra, Satyaki Roy, Jayanta Mandi, Nandini Roy, Prasun Nandy