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Scott Pesme
Scott Pesme
Post-Doc at Inria Grenoble
確認したメール アドレス: inria.fr - ホームページ
タイトル
引用先
引用先
年
Implicit bias of sgd for diagonal linear networks: a provable benefit of stochasticity
S Pesme, L Pillaud-Vivien, N Flammarion
Neurips 2021, 2021
1202021
(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
47*2023
Saddle-to-Saddle Dynamics in Diagonal Linear Networks
S Pesme, N Flammarion
Neurips 2023, 2023
402023
Online robust regression via sgd on the l1 loss
S Pesme, N Flammarion
Neurips 2020, 2020
402020
On convergence-diagnostic based step sizes for stochastic gradient descent
S Pesme, A Dieuleveut, N Flammarion
ICML 2020, 2020
262020
Leveraging Continuous Time to Understand Momentum When Training Diagonal Linear Networks
HG Papazov, S Pesme, N Flammarion
AISTATS 2024, 2024
82024
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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論文 1–8