Research output per year
Research output per year
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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.
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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. 2833-2840Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
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. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 210. p. 42:1-42:17 17 p. (Leibniz International Proceedings in Informatics (LIPIcs)).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
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 › Research
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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Mandi, J. & Guns, T., 7 Sep 2020. 8 p.Research output: Unpublished contribution to conference › Unpublished paper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 AccessFile74 Downloads (Pure) -
Hybrid Classification and Reasoning for Image-based Constraint Solving
Mulamba, M., Mandi, J., Canoy, R. & Guns, T., 19 Sep 2020, Hybrid Classification and Reasoning for Image-based Constraint Solving. Hebrard, E. & Musliu, N. (eds.). Cham: Springer, Vol. 12296. p. 364-380 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12296 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access1 Citation (Scopus)
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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
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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
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Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems
Jayanta Mandi (Speaker), Tias Guns (Speaker), Emir Demirović (Speaker), Peter STUCKEY (Speaker)11 Feb 2020Activity: Talk or presentation › Talk or presentation at a conference
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Neural Information Processing Systems, 2020
Jayanta Mandi (Speaker), Tias Guns (Speaker)9 Dec 2020Activity: Talk or presentation › Talk or presentation at a conference
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Thesis
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Analysis on Relationship Between Absenteeism and Risk Management.
Author: Al Yousif, A. A. & Verbeke, W., 2019Supervisor: Verbeke, W. (Promotor) & Mandi, J. (Jury)
Student thesis: Master's Thesis
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Business Plan on Developing Growth Opportunities for My Business "LUMOTECSA" in Mexico.
Author: Montaño Garcia, L. F. & Dentchev, N., 2019Supervisor: Dentchev, N. (Promotor) & Mandi, J. (Jury)
Student thesis: Master's Thesis
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Can the use of social media contribute to an increase of the effectiveness of non-profit organisations?
Author: De Backer, M. N., 2020Supervisor: Jegers, M. (Promotor) & Mandi, J. (Jury)
Student thesis: Master's Thesis
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Consumer-Based Approach Toward Social Enterprises.
Author: Toy, D., 2020Supervisor: Valenzuela Espinoza, A. (Promotor) & Mandi, J. (Jury)
Student thesis: Master's Thesis
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Entrepreneurship, start- and scale-ups in Kazakhstan: the current status.
Author: Kurtulmush, A., 2020Supervisor: Goldchstein, M. (Promotor) & Mandi, J. (Jury)
Student thesis: Master's Thesis