 High-Dimensional Differential Parameter Inference in Exponential Family using Time Score MatchingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024 |
 An Adaptive Stochastic Sequential Quadratic Programming with
Differentiable Exact Augmented LagrangiansMathematical programming (Math. Program.), 2021 |
 Statistical Inference for Networks of High-Dimensional Point ProcessesJournal of the American Statistical Association (JASA), 2020 |
 Dependence in elliptical partial correlation graphsElectronic Journal of Statistics (EJS), 2020 |
 FuDGE: A Method to Estimate a Functional Differential Graph in a
High-Dimensional SettingJournal of machine learning research (JMLR), 2020 |
 Partially Linear Additive Gaussian Graphical ModelsInternational Conference on Machine Learning (ICML), 2019 |
 Minimax Estimation of Large Precision Matrices with Bandable Cholesky
FactorAnnals of Statistics (Ann. Stat.), 2017 |
