publications

publications and pre-prints, also see my google scholar profile

2025

  1. Calibration des modèles d’apprentissage pour l’amélioration des détecteurs automatiques d’exemples mal-étiquetés
    Ilies Chibane, Thomas George, Pierre Nodet, and 1 more author
    In EGC, 2025
    PDF

2024

  1. Mislabeled
    Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark
    Thomas George, Pierre Nodet, Alexis Bondu, and 1 more author
    Transactions on Machine Learning Research, 2024
    Code Website
  2. A Generic Framework for Bias Evaluation and Mitigation for Fair AI
    Jeanne Monnier, Thomas George, Christèle Tarnec, and 2 more authors
    AEQUITAS workshop at ECAI (poster), 2024
    PDF

2023

  1. PhDThesis
    Deep networks training and generalization: insights from linearization
    Thomas George
    Jun 2023
    PhD thesis
    Website

2022

  1. LazyHasty
    Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty
    Thomas George, Guillaume Lajoie, and Aristide Baratin
    Transactions on Machine Learning Research, Jun 2022
    Code Website

2021

  1. The Dynamics of Functional Diversity throughout Neural Network Training
    Lee Zamparo, Marc-Etienne Brunet, Thomas George, and 2 more authors
    Bayesian Deep Learning workshop at NeurIPS, Jun 2021
    PDF
  2. NTKAlign
    Implicit regularization via neural feature alignment
    Aristide Baratin, Thomas George, César Laurent, and 4 more authors
    In International Conference on Artificial Intelligence and Statistics, Jun 2021
    arXiv Website
  3. Continual Learning in Deep Networks: an Analysis of the Last Layer
    Timothée Lesort, Thomas George, and Irina Rish
    Workshop at ICML, Jun 2021
    arXiv Poster

2020

  1. Revisiting loss modelling for unstructured pruning
    César Laurent, Camille Ballas, Thomas George, and 2 more authors
    arXiv preprint arXiv:2006.12279, Jun 2020
    arXiv

2018

  1. An Evaluation of Fisher Approximations Beyond Kronecker Factorization
    César Laurent, Thomas George, Xavier Bouthillier, and 2 more authors
    Workshop at ICLR, Jun 2018
  2. Factorized second order methods in neural networks
    Thomas George
    Jun 2018
    Website
  3. EKFAC
    Fast approximate natural gradient descent in a kronecker factored eigenbasis
    Thomas George, César Laurent, Xavier Bouthillier, and 2 more authors
    Advances in Neural Information Processing Systems, Jun 2018
    arXiv Poster