Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Jayanta Mandi actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
-
Towards scalable decision-focused learning for combinatorial optimization problems
Mandi, J., 2023, 166 blz.Onderzoeksoutput: PhD Thesis
Open AccessBestand578 Downloads (Pure) -
Decision-Focused Learning: Through the Lens of Learning to Rank
Mandi, J., Bucarey Lopez, V., Mulamba, M. & Guns, T., 17 jul. 2022, Decision-Focused Learning: Through the Lens of Learning to Rank. Baltimore, Maryland, USA: Proceedings of Machine Learning Research, Vol. 162. blz. 14935-14947 13 blz. (Proceedings of Machine Learning Research).Onderzoeksoutput: Conference paper
Open Access31 Citaten (Scopus) -
-
Contrastive Losses and Solution Caching for Predict-and-Optimize
Mulamba, M., Mandi, J., Diligenti, M., Lombardi, M., Bucarey Lopez, V. & Guns, T., 19 aug. 2021, Contrastive Losses and Solution Caching for Predict-and-Optimize. Zhou, Z-H. (redactie). International Joint Conferences on Artificial Intelligence, blz. 2833-2840 8 blz. (IJCAI International Joint Conference on Artificial Intelligence).Onderzoeksoutput: Conference paper
Open Access19 Citaten (Scopus) -
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP
Mandi, J., Canoy, R., Bucarey Lopez, V. & Guns, T., 15 okt. 2021, Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP. Michel, L. D. (redactie). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 210. blz. 42:1-42:17 17 blz. 42. (Leibniz International Proceedings in Informatics (LIPIcs)).Onderzoeksoutput: Conference paper
Open Access4 Citaten (Scopus)
-
Predict and Optimize: Through the Lens of Learning to Rank
Jayanta Mandi (Speaker), Victor Bucarey Lopez (Speaker), Maxime Albert Mulamba Ke Tchomba (Speaker) & Tias Guns (Speaker)
3 jul. 2022 → 6 jul. 2022Activiteit: Talk or presentation at a conference
-
Data Driven VRP: A Neural Network Model to learn hidden preferences for VRP
Jayanta Mandi (Speaker), Rocsildes Canoy (Presenter), Victor Bucarey Lopez (Presenter) & Tias Guns (Presenter)
27 okt. 2021Activiteit: Talk or presentation at a conference
-
Interior Point Solving for LP-based prediction+optimisation
Jayanta Mandi (Speaker) & Tias Guns (Speaker)
8 jan. 2021Activiteit: Talk or presentation at a workshop/seminar
Bestand -
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems
Jayanta Mandi (Speaker), Tias Guns (Speaker), Emir Demirović (Speaker) & Peter STUCKEY (Speaker)
11 feb. 2020Activiteit: Talk or presentation at a conference
-
Neural Information Processing Systems, 2020
Jayanta Mandi (Speaker) & Tias Guns (Speaker)
9 dec. 2020Activiteit: Talk or presentation at a conference
Bestand