Talks

Conferences

2024

2023

2022

2020

2019

Invitations & seminars

2025

  • Laboratoire Jean Kuntzmann, Grenoble: Sparser, better, faster, stronger - automatic differentiation with a lot of zeros (slides)
  • Laboratoire Ville Mobilité Transport: Mixing data, optimization and decision: the role of automatic differentiation (slides)
  • Califrais, Paris: A tutorial on algorithmic differentiation (slides)
  • Julia Meetup Paris: Automatic differentiation: a tale of two languages (slides)
  • Inria Paris: Sparse automatic differentiation - from theory to practice (slides)

2024

  • INDY lab, EPFL: Sparse automatic differentiation - the fastest Jacobians in the West (slides)
  • INDY lab, EPFL: A primer on algorithmic differentiation (slides)
  • Institut de Mathématiques de Bourgogne, Dijon: Deep learning meets combinatorial optimization - a tale of missing gradients (abstract, slides)

2023

  • Forum Entreprises & Mathématiques: Railway to shell: des trains, des maths et du code (slides)
  • Swiss Data Science Center, Lausanne: Every solution, everywhere, all at once: turning optimization solvers into probability distributions

2022

  • MIT CSAIL, Cambridge (USA): Learning with Combinatorial Optimization Layers: A Probabilistic Approach

2021

  • Institut de Recherche Mathématique de Rennes: Pourquoi les trains sont-ils toujours en retard? (abstract)
  • École Nationale des Ponts et Chaussées: Understanding railway delay propagation through latent variable models (abstract)