 Multi-Task Learning with Summary StatisticsNeural Information Processing Systems (NeurIPS), 2023 |
 Distributed Estimation and Inference for Semi-parametric Binary Response
ModelsAnnals of Statistics (Ann. Stat.), 2022 |
 Turning the information-sharing dial: efficient inference from different
data sourcesElectronic Journal of Statistics (EJS), 2022 |
 Federated Offline Reinforcement LearningJournal of the American Statistical Association (JASA), 2022 |
 Federated Gaussian Process: Convergence, Automatic Personalization and
Multi-fidelity ModelingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 |
 Targeting Underrepresented Populations in Precision Medicine: A
Federated Transfer Learning ApproachAnnals of Applied Statistics (AOAS), 2021 |
 Federated Causal Inference in Heterogeneous Observational DataStatistics in Medicine (Stat. Med.), 2021 |
