Publications

Articles published since 2019.

2024

  1. WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average
    Louis Fournier, Adel Nabli, Masih Aminbeidokhti, and 3 more authors
    May 2024
    working paper or preprint
  2. ACCO: Accumulate while you Communicate, Hiding Communications in Distributed LLM Training
    Adel Nabli, Louis Fournier, Pierre Erbacher, and 3 more authors
    May 2024
    working paper or preprint
  3. PETRA: Parallel End-to-end Training with Reversible Architectures
    Stéphane Rivaud, Louis Fournier, Thomas Pumir, and 3 more authors
    Jun 2024
    working paper or preprint
  4. Cyclic Data Parallelism for Efficient Parallelism of Deep Neural Networks
    Louis Fournier, and Edouard Oyallon
    Mar 2024
    working paper or preprint

2023

  1. Can Forward Gradient Match Backpropagation?
    Louis Fournier, Stéphane Rivaud, Eugene Belilovsky, and 2 more authors
    In Fortieth International Conference on Machine Learning , Jul 2023
  2. Preventing Dimensional Collapse in Contrastive Local Learning with Subsampling
    Louis Fournier, Adeetya Patel, Michael Eickenberg, and 2 more authors
    In ICML 2023 Workshop on Localized Learning (LLW) , Jul 2023

2021

  1. Paraphrases do not explain word analogies
    Louis Fournier, and Ewan Dunbar
    In EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics , Apr 2021

2020

  1. Analogies minus analogy test: measuring regularities in word embeddings
    Louis Fournier, Emmanuel Dupoux, and Ewan Dunbar
    In CoNLL 2020 - 24th Conference on Computational Natural Language Learning , Nov 2020