Concepedia

Jayanta Mandi

JM

5

Publications

151

Citations

5

H-Index

2018

Active since

Affiliations

KU Leuven(Current)

Vrije Universiteit Brussel

University of O'Higgins

Jayanta Mandi is an author at KU Leuven specializing in data science, engineering, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDecision TheoryComputer ScienceArtificial IntelligenceManagementDecision-makingCognitive ScienceLearning Analytics

Publications per year

2018–2024

5

Publications

5

Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities

Jayanta Mandi, James Kotary, Senne Berden et al. · Journal of Artificial Intelligence Research · 2024 · 65 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

Interior Point Solving for LP-based prediction+optimisation

Jayanta Mandi, Tias Guns · arXiv (Cornell University) · 2020 · 34 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +16

Use of Artificial Intelligence to Analyse Risk in Legal Documents for a Better Decision Support

Dipankar Chakrabarti, Neelam Patodia, Udayan Bhattacharya et al. · 2018 · 25 citations

Artificial Intelligence, Engineering, Machine Learning +25

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

Jayanta Mandi, Víctor Bucarey, Maxime Mulamba et al. · arXiv (Cornell University) · 2021 · 16 citations · Full text

Artificial Intelligence, Mathematical Programming, Ranking Algorithm +17

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

Rocsildes Canoy, Víctor Bucarey, Jayanta Mandi et al. · Computers & Industrial Engineering · 2024 · 11 citations · Full text

Engineering, Machine Learning, Data Science +11

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