Guillaume Dalle

Postdoc at EPFL


I am a postdoctoral researcher at EPFL, working between the labs IdePHICS and INDY. Between 2019 and 2022, I was a PhD student at École des Ponts (CERMICS), and then a teaching assistant at MIT (JuliaLab).

Check out my PhD Resources website for students and researchers :microscope:


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selected publications

  1. Preprint
    Learning with Combinatorial Optimization Layers: A Probabilistic Approach
    Guillaume DalleLéo BatyLouis Bouvier, and 1 more author
    Dec 2022
    Submitted to the Journal of Machine Learning Research
  2. Dissertation
    Machine Learning and Combinatorial Optimization Algorithms, with Applications to Railway Planning
    Guillaume Dalle
    École des Ponts ParisTech, Dec 2022