Portrait de Elizabeth Collins-Woodfin

Elizabeth Collins-Woodfin

Alumni
Site web

Publications

The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
Elizabeth Collins-Woodfin
Inbar Seroussi
Begoña García Malaxechebarría
Andrew Mackenzie
Elliot Paquette
Courtney Paquette
2024-09-25
NeurIPS.cc/2024/Conference (poster)
openreview.net
openreview.net
Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models
Elizabeth Collins-Woodfin
Courtney Paquette
Elliot Paquette
Inbar Seroussi
2023-08-17
ArXiv (prépublication)
doi.org
arxiv.org