Scott Pesme

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Robust Regression

Top Venues

Publications

Scott Pesme, Radu-Alexandru Dragomir, Nicolas Flammarion
Implicit Bias of Mirror Flow on Separable Data. CoRR (2024)
Hristo Papazov, Scott Pesme, Nicolas Flammarion
Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks. CoRR (2024)
Hristo Papazov, Scott Pesme, Nicolas Flammarion
Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks. AISTATS (2024)
Mathieu Even, Scott Pesme, Suriya Gunasekar, Nicolas Flammarion
(S)GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability. CoRR (2023)
Scott Pesme, Nicolas Flammarion
Saddle-to-Saddle Dynamics in Diagonal Linear Networks. CoRR (2023)
Mathieu Even, Scott Pesme, Suriya Gunasekar, Nicolas Flammarion
(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability. NeurIPS (2023)
Scott Pesme, Nicolas Flammarion
Saddle-to-Saddle Dynamics in Diagonal Linear Networks. NeurIPS (2023)
Scott Pesme, Loucas Pillaud-Vivien, Nicolas Flammarion
Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity. CoRR (2021)
Scott Pesme, Loucas Pillaud-Vivien, Nicolas Flammarion
Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity. NeurIPS (2021)
Scott Pesme, Nicolas Flammarion
Online Robust Regression via SGD on the l1 loss. NeurIPS (2020)
Scott Pesme, Nicolas Flammarion
Online Robust Regression via SGD on the l1 loss. CoRR (2020)
Scott Pesme, Aymeric Dieuleveut, Nicolas Flammarion
On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent. ICML (2020)
Scott Pesme, Aymeric Dieuleveut, Nicolas Flammarion
On Convergence-Diagnostic based Step Sizes for Stochastic Gradient Descent. CoRR (2020)