Thomas George

Researcher, Orange Innovation

Joined

April 2020

Names

Thomas George (Preferred)

Emails

****@iro.umontreal.ca (Confirmed)

****@gmail.com (Confirmed)

****@orange.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Orange Innovation (orange.com)

2024 – Present

Postdoc

Orange Innovation (orange.com)

2023 – 2024

PhD student

Mila - Université de Montréal (umontreal.ca)

2017 – 2023

Advisors, Relations & Conflicts

Postdoc Advisor

Vincent Lemaire

2023 – 2024

PhD Advisor

Guillaume Lajoie

2021 – 2023

PhD Advisor

Pascal Vincent

2017 – 2023

Expertise

deep learning optimization

2015 – 2020

natural gradient

2015 – 2020

approximate optimization methods

2015 – 2020

Publications

Training Feature Attribution for Vision Models
Aziz Bacha, Thomas George
- Submitted to ICLR 2026
- Readers: Everyone
Mislabeled examples detection viewed as probing machine learning models: concepts, survey and extensive benchmark
Thomas George, Pierre Nodet, Alexis Bondu, Vincent Lemaire
- Accepted by TMLR
- Readers: Everyone
The Dynamics of Functional Diversity throughout Neural Network Training
Lee Zamparo, Marc-Etienne Brunet, Thomas George, Sepideh Kharaghani, Gintare Karolina Dziugaite
- 28 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty
Thomas George, Guillaume Lajoie, Aristide Baratin
- Accepted by TMLR
- Readers: Everyone
Lazy vs hasty: linearization in deep networks impacts learning schedule based on example difficulty
Thomas George, Guillaume Lajoie, Aristide Baratin
- Published: 21 Jul 2022, Last Modified: 30 Dec 2025
- SCIS 2022 Poster
- Readers: Everyone
Continual Learning in Deep Networks: an Analysis of the Last Layer
Timothee LESORT, Thomas George, Irina Rish
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Implicit Regularization via Neural Feature Alignment
Aristide Baratin, Thomas George, César Laurent, R Devon Hjelm, Guillaume Lajoie, Pascal Vincent, Simon Lacoste-Julien
- Published: 07 Nov 2020, Last Modified: 05 May 2023
- NeurIPSW 2020: DL-IG Poster
- Readers: Everyone
NNGeometry: Easy and Fast Fisher Information Matrices and Neural Tangent Kernels in PyTorch
Thomas George
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Revisiting Loss Modelling for Unstructured Pruning
César Laurent, Camille Ballas, Thomas George, Pascal Vincent, Nicolas Ballas
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis
Thomas George, César Laurent, Xavier Bouthillier, Nicolas Ballas, Pascal Vincent
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

View all 13 publications

Thomas George

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors