Scott Pesme

Postdoc, INRIA

Joined

May 2021

Names

Scott Pesme (Preferred)

Emails

****@epfl.ch (Confirmed)

,

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Postdoc

INRIA (inria.fr)

2024 – Present

PhD student

Swiss Federal Institute of Technology Lausanne (epfl.ch)

2019 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

2024 – Present

PhD Advisor

Nicolas Flammarion

2019 – 2024

Coauthor

2019 – 2020

Expertise

deep learning

2021 – Present

optimisation

2019 – Present

Publications

MAP Estimation with Denoisers: Convergence Rates and Guarantees
Scott Pesme, Giacomo Meanti, Michael Arbel, Julien Mairal
- NeurIPS 2025 poster
- Readers: Everyone
A Theoretical Framework for Grokking: Interpolation followed by Riemannian Norm Minimisation
Etienne Boursier, Scott Pesme, Radu-Alexandru Dragomir
- NeurIPS 2025 poster
- Readers: Everyone
Implicit Bias of Mirror Flow on Separable Data
Scott Pesme, Radu-Alexandru Dragomir, Nicolas Flammarion
- NeurIPS 2024 poster
- Readers: Everyone
Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks
Hristo Papazov, Scott Pesme, Nicolas Flammarion
- AISTATS 2024
- Readers: Everyone
Implicit Bias of Mirror Flow on Separable Data
Scott Pesme, Radu-Alexandru Dragomir, Nicolas Flammarion
- CoRR 2024
- Readers: Everyone
Saddle-to-Saddle Dynamics in Diagonal Linear Networks
Scott Pesme, Nicolas Flammarion
- NeurIPS 2023 spotlight
- Readers: Everyone
(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability
Mathieu Even, Scott Pesme, Suriya Gunasekar, Nicolas Flammarion
- NeurIPS 2023 poster
- Readers: Everyone
Saddle-to-Saddle Dynamics in Diagonal Linear Networks
Scott Pesme, Nicolas Flammarion
- CoRR 2023
- Readers: Everyone

View all 20 publications

Co-Authors