publications

a list of my academic contributions

2022

  1. Talk
    Large Neighborhood Search and Structured Prediction for the Inventory Routing Problem
    Bouvier, Louis,  Dalle, Guillaume,  and Parmentier, Axel
  2. Talk
    ImplicitDifferentiation.Jl: Differentiating Implicit Functions
    Dalle, Guillaume,  and Tarek, Mohamed
  3. Talk
    InferOpt.Jl: Combinatorial Optimization in ML Pipelines
    Dalle, Guillaume, Bouvier, Louis,  and Baty, Léo
  4. Preprint
    Learning with Combinatorial Optimization Layers: A Probabilistic Approach
    Dalle, Guillaume, Baty, Léo,  Bouvier, Louis and 1 more author
  5. Talk
    Learning to Solve Stochastic Multi-Agent Path Finding
    Dalle, Guillaume,  and Parmentier, Axel
  6. Preprint
    Minimax Estimation of Partially-Observed Vector AutoRegressions
    Dalle, Guillaume,  and De Castro, Yohann
  7. Talk
    Recherche d’itinéraires dans un réseau ferroviaire : apprendre à mieux optimiser
    Dalle, Guillaume

2021

  1. Talk
    Pourquoi les trains sont-ils toujours en retard?
    Dalle, Guillaume, De Castro, Yohann,  and Parmentier, Axel

2020

  1. Talk
    Delay Propagation on a Suburban Railway Network
    Dalle, Guillaume, De Castro, Yohann,  and Parmentier, Axel
  2. Patent
    Method for Determining a Soiling Speed of a Photovoltaic Generation Unit
    Stephan, Pierre,  and Dalle, Guillaume

2019

  1. Thesis
    Delay Propagation on a Suburban Railway Network
    Dalle, Guillaume
  2. Talk
    Delay Propagation on a Suburban Railway Network
    Dalle, Guillaume, De Castro, Yohann,  and Parmentier, Axel