Efficient Distributed Learning over Decentralized Networks with Convoluted Support Vector MachineJournal of the American Statistical Association (JASA), 2025 |
Grid Point Approximation for Distributed Nonparametric Smoothing and
PredictionJournal of Computational And Graphical Statistics (JCGS), 2024 |
Distributed model building and recursive integration for big spatial
data modelingBiometrics (Biometrics), 2023 |
Functional Regression with Intensively Measured Longitudinal Outcomes: A
New Lens through Data PartitioningCanadian journal of statistics (CJS), 2022 |
Turning the information-sharing dial: efficient inference from different
data sourcesElectronic Journal of Statistics (EJS), 2022 |
Parallel-and-stream accelerator for computationally fast supervised
learningComputational Statistics & Data Analysis (CSDA), 2021 |