Methods for Recovering Conditional Independence Graphs: A SurveyJournal of Artificial Intelligence Research (JAIR), 2022 |
Online Graph Topology Learning from Matrix-valued Time SeriesComputational Statistics & Data Analysis (CSDA), 2021 |
SG-PALM: a Fast Physically Interpretable Tensor Graphical ModelInternational Conference on Machine Learning (ICML), 2021 |
A Tree-based Model Averaging Approach for Personalized Treatment Effect
Estimation from Heterogeneous Data SourcesInternational Conference on Machine Learning (ICML), 2021 |