Kiwon Lee | DeepAI

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Featured Co-authors

Fabian Pedregosa
29 publications
Elliot Paquette
11 publications
Courtney Paquette
10 publications
Andrew N. Cheng
1 publication

research

∙ 06/02/2022

Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions

We analyze the dynamics of large batch stochastic gradient descent with ...

0 Kiwon Lee, et al. ∙

research

∙ 02/08/2021

SGD in the Large: Average-case Analysis, Asymptotics, and Stepsize Criticality

We propose a new framework, inspired by random matrix theory, for analyz...

0 Courtney Paquette, et al. ∙