Guillaume Dalle

PhD student in machine learning and optimization


I’m a last-year PhD student at CERMICS, the applied mathematics lab of École des Ponts ParisTech. My supervisors are Yohann De Castro and Axel Parmentier.

Our research topics lie between machine learning and combinatorial optimization. We work with the French railway company SNCF to improve traffic management and maintenance planning.

Check out my PhD Resources website for students and researchers :microscope: When you have the right tools, research is so much easier!


Sep 7, 2022 I’ll be a visiting student at MIT CSAIL for the fall semester, working with Alan Edelman and the JuliaLab team :computer:
Feb 21, 2022 Just gave my website a makeover! :sparkles:

selected publications

  1. Preprint
    Solving a Continent-Scale Inventory Routing Problem at Renault
    Bouvier, LouisDalle, GuillaumeParmentier, Axel and 1 more author
  2. Preprint
    Learning with Combinatorial Optimization Layers: A Probabilistic Approach
    Dalle, GuillaumeBaty, LéoBouvier, Louis and 1 more author
  3. Preprint
    Minimax Estimation of Partially-Observed Vector AutoRegressions
    Dalle, Guillaume,  and De Castro, Yohann