Portrait of Elizabeth Collins-Woodfin

Elizabeth Collins-Woodfin

Postdoctorate - McGill University
Supervisor
Research Topics
Machine Learning Theory
Optimization
Probabilistic Models

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