publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2017

  1. On learning and branching: a survey
    Lodi, Andrea, and Zarpellon, Giulia
    TOP Jul 2017

2018

  1. Learning a Classification of Mixed-Integer Quadratic Programming Problems
    Bonami, Pierre, Lodi, Andrea, and Zarpellon, Giulia
    In Integration of Constraint Programming, Artificial Intelligence, and Operations Research 2018

2019

  1. Learning MILP Resolution Outcomes Before Reaching Time-Limit
    Fischetti, Martina, Lodi, Andrea, and Zarpellon, Giulia
    In Integration of Constraint Programming, Artificial Intelligence, and Operations Research 2019

2020

  1. A Classifier to Decide on the Linearization of Mixed-Integer Quadratic Problems in CPLEX
    Bonami, Pierre, Lodi, Andrea, and Zarpellon, Giulia
    Optimization Online preprint 2020

2021

  1. Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies
    Zarpellon, Giulia, Jo, Jason, Lodi, Andrea, and Bengio, Yoshua
    Proceedings of the AAAI Conference on Artificial Intelligence May 2021