Stochastic Modified Flows for Riemannian Stochastic Gradient Descent

2 February 2024

Papers citing "Stochastic Modified Flows for Riemannian Stochastic Gradient Descent"

4 / 4 papers shown

Title
Unlocking optimal batch size schedules using continuous-time control and perturbation theory Stefan Perko 14 2 0 04 Dec 2023
Riemannian stochastic optimization methods avoid strict saddle points Ya-Ping Hsieh Mohammad Reza Karimi Andreas Krause P. Mertikopoulos 15 4 0 04 Nov 2023
What Happens after SGD Reaches Zero Loss? --A Mathematical Framework Zhiyuan Li Tianhao Wang Sanjeev Arora MLT 83 98 0 13 Oct 2021
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 243 7,597 0 03 Jul 2012