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Scott Pesme
Scott Pesme
Post-Doc at Inria Grenoble
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Implicit bias of sgd for diagonal linear networks: a provable benefit of stochasticity
S Pesme, L Pillaud-Vivien, N Flammarion
Neurips 2021, 2021
1182021
(S) GD over Diagonal Linear Networks: Implicit Regularisation, Large Stepsizes and Edge of Stability
M Even, S Pesme, S Gunasekar, N Flammarion
Neurips 2023, 2023
46*2023
Online robust regression via sgd on the l1 loss
S Pesme, N Flammarion
Neurips 2020, 2020
412020
Saddle-to-Saddle Dynamics in Diagonal Linear Networks
S Pesme, N Flammarion
Neurips 2023, 2023
352023
On convergence-diagnostic based step sizes for stochastic gradient descent
S Pesme, A Dieuleveut, N Flammarion
ICML 2020, 2020
252020
Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks
HG Papazov, S Pesme, N Flammarion
AISTATS 2024, 2024
72024
Implicit Bias of Mirror Flow on Separable Data
S Pesme, RA Dragomir, N Flammarion
Neurips 2024, 2024
22024
Deep Learning Theory Through the Lens of Diagonal Linear Networks
SW Pesme
EPFL, 2024
12024
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