Donato Maragno

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Learning Frameworks

Chance Constrained

Robust Optimization

Top Venues

Comput. Oper. Res.

Eur. J. Oper. Res.

Publications

Adejuyigbe O. Fajemisin, Donato Maragno, Dick den Hertog
Optimization with constraint learning: A framework and survey. Eur. J. Oper. Res. 314 (1) (2024)
Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto. CoRR (2024)
Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog
Finding Regions of Counterfactual Explanations via Robust Optimization. CoRR (2023)
Mayukh Ghosh, Alex Kuiper, Roshan Mahes, Donato Maragno
Learn global and optimize local: A data-driven methodology for last-mile routing. Comput. Oper. Res. 159 (2023)
Donato Maragno, Tabea E. Röber, Ilker Birbil
Counterfactual Explanations Using Optimization With Constraint Learning. CoRR (2022)
Donato Maragno, Holly M. Wiberg, Dimitris Bertsimas, S. Ilker Birbil, Dick den Hertog, Adejuyigbe O. Fajemisin
Mixed-Integer Optimization with Constraint Learning. CoRR (2021)
Adejuyigbe O. Fajemisin, Donato Maragno, Dick den Hertog
Optimization with Constraint Learning: A Framework and Survey. CoRR (2021)