Jayanta Mandi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Legal Documents

Hard Combinatorial Optimization Problems

Learning Preferences

Top Venues

Constraints An Int. J.

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)
Rocsildes Canoy, Víctor Bucarey, Jayanta Mandi, Tias Guns
Learn and route: learning implicit preferences for vehicle routing. Constraints An Int. J. 28 (3) (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)
Jayanta Mandi, Víctor Bucarey, Maxime Mulamba Ke Tchomba, Tias Guns
Decision-Focused Learning: Through the Lens of Learning to Rank. ICML (2022)
Rocsildes Canoy, Victor Bucarey, Jayanta Mandi, Tias Guns
Learn-n-Route: Learning implicit preferences for vehicle routing. CoRR (2021)
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, Rocsildes Canoy, Víctor Bucarey, Tias Guns
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP. CoRR (2021)
Jayanta Mandi, Víctor Bucarey, Maxime Mulamba, Tias Guns
Predict and Optimize: Through the Lens of Learning to Rank. CoRR (2021)
Jayanta Mandi, Rocsildes Canoy, Víctor Bucarey, Tias Guns
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP. CP (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)
Jayanta Mandi, Tias Guns
Interior Point Solving for LP-based prediction+optimisation. NeurIPS (2020)
Jayanta Mandi, Emir Demirovic, Peter J. Stuckey, Tias Guns
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems. AAAI (2020)
Maxime Mulamba, Jayanta Mandi, Rocsildes Canoy, Tias Guns
Hybrid Classification and Reasoning for Image-Based Constraint Solving. CPAIOR (2020)
Jayanta Mandi, Tias Guns
Interior Point Solving for LP-based prediction+optimisation. CoRR (2020)
Jayanta Mandi, Emir Demirovic, Peter J. Stuckey, Tias Guns
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems. CoRR (2019)
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 (2019)
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)