Publications

4. Online Covariance Matrix Estimation in Stochastic Inexact Newton Methods

A short note is accepted by 2023 NeurIPS Optimization for Machine Learning (OPT) workshop, 2023.
10. Trust-Region Sequential Quadratic Programming for Stochastic Optimization with Random Models

A short note is accepted by 2022 NeurIPS Higher-Order Optimization in Machine Learning (HOO) workshop, 2023.