Portrait de Elizabeth Collins-Woodfin

Elizabeth Collins-Woodfin

Postdoctorat - McGill
Superviseur⋅e principal⋅e
Sujets de recherche
Modèles probabilistes
Optimisation
Théorie de l'apprentissage automatique

Publications

The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
Inbar Seroussi
Begoña García Malaxechebarría
Elliot Paquette
Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models
Elliot Paquette
Inbar Seroussi