Zheng, Lili

3 publications

JMLR 2022 Gaussian Process Parameter Estimation Using Mini-Batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits Hao Chen, Lili Zheng, Raed Al Kontar, Garvesh Raskutti

JMLR 2021 Context-Dependent Networks in Multivariate Time Series: Models, Methods, and Risk Bounds in High Dimensions Lili Zheng, Garvesh Raskutti, Rebecca Willett, Benjamin Mark

NeurIPS 2020 Stochastic Gradient Descent in Correlated Settings: A Study on Gaussian Processes Hao Chen, Lili Zheng, Raed AL Kontar, Garvesh Raskutti