Research output per year
Research output per year
Fingerprint
Dive into the research topics where Jayanta Mandi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
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. p. 14935-14947 13 p. (Proceedings of Machine Learning Research; vol. 162).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
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. (ed.). International Joint Conferences on Artificial Intelligence, p. 2833-2840 8 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus) -
Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP
Mandi, J., Canoy, R., Bucarey Lopez, V. & Guns, T., 15 Oct 2021, Data Driven VRP: A Neural Network Model to Learn Hidden Preferences for VRP. Michel, L. D. (ed.). Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 210. p. 42:1-42:17 17 p. 42. (Leibniz International Proceedings in Informatics (LIPIcs)).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
TSP with Learned Zone Preferences for Last-Mile Vehicle Dispatching
Canoy, R., Mandi, J., Bucarey Lopez, V., Gamba, E., Mulamba, M. & Guns, T., 2 Sep 2021, Technical Proceedings of the Amazon Last Mile Routing Research Challenge. Winkenbach, M., Parks, S. & Noszek, J. (eds.). MIT Libraries, p. XXX.1-XXX.9Research output: Chapter in Book/Report/Conference proceeding › Conference paper
-
Differentiable Optimization Layer with an Interior Point Approach
Mandi, J. & Guns, T., 7 Sep 2020. 8 p.Research output: Unpublished contribution to conference › Unpublished paper
Open AccessFile90 Downloads (Pure)
-
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 2022Activity: Talk or presentation › 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 Oct 2021Activity: Talk or presentation › Talk or presentation at a conference
-
Interior Point Solving for LP-based prediction+optimisation
Jayanta Mandi (Speaker) & Tias Guns (Speaker)
8 Jan 2021Activity: Talk or presentation › Talk or presentation at a workshop/seminar
File -
Neural Information Processing Systems, 2020
Jayanta Mandi (Speaker) & Tias Guns (Speaker)
9 Dec 2020Activity: Talk or presentation › Talk or presentation at a conference
File -
Differentiable Optimization Layer with an Interior Point Approach
Jayanta Mandi (Speaker) & Tias Guns (Speaker)
7 Sep 2020Activity: Talk or presentation › Talk or presentation at a conference
File