Jayanta Mandi

Orcid: 0000-0001-8675-8178

According to our database1, Jayanta Mandi authored at least 14 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities.
J. Artif. Intell. Res., 2024

Probability estimation and structured output prediction for learning preferences in last mile delivery.
Comput. Ind. Eng., 2024

2023
Learn and route: learning implicit preferences for vehicle routing.
Constraints An Int. J., September, 2023

Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
CoRR, 2023

2022
Decision-Focused Learning: Through the Lens of Learning to Rank.
Proceedings of the International Conference on Machine Learning, 2022

2021
Predict and Optimize: Through the Lens of Learning to Rank.
CoRR, 2021

Learn-n-Route: Learning implicit preferences for vehicle routing.
CoRR, 2021

Contrastive Losses and Solution Caching for Predict-and-Optimize.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP.
Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming, 2021

2020
Discrete solution pools and noise-contrastive estimation for predict-and-optimize.
CoRR, 2020

Interior Point Solving for LP-based prediction+optimisation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Hybrid Classification and Reasoning for Image-Based Constraint Solving.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020

Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2018
Use of Artificial Intelligence to Analyse Risk in Legal Documents for a Better Decision Support.
Proceedings of the TENCON 2018, 2018


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