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 (CoRR, 2023)

The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms. - Elizabeth Collins-Woodfin; Inbar Seroussi; Begoña García Malaxechebarría; Andrew W. Mackenzie; Elliot Paquette; Courtney Paquette (NeurIPS, 2024)