Selected Publications and Preprints

(* :corresponding author)    

Zhao, P.*,  Bhattacharya, A., Pati, D., Mallick, B.  Factorized Fusion Shrinkage for Dynamic Relational Data. Rejected with resubmission at Journal of American Statistical Association.

Zhao, P.*,  Bhattacharya, A., Pati, D., Mallick, B.  Structured Optimal Variational Inference for Dynamic Latent Space Models.  Rejected with resubmission at Journal of Machine Learning Research.

Lee, K., Zhao, P., Bhattacharya, A., Mallick, B., Xie, L. An Active Learning-based Approach for Hosting Capacity Analysis in Distribution Systems. Accepted at IEEE Transactions on Smart Grid.    

Zhao, P., Yang, H-C., Dey, D.K., Hu, G. Spatial Clustering Regression of Count Value Data via Bayesian Mixture of Finite Mixtures. KDD '23: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 3504–3512.

Zhao, P.*, Yang Y., He Q-C. (2022) High-Dimensional Linear Regression via Implicit Regularization. Biometrika, Volume 109, Issue 4, December 2022, 1033-1046.

Zhao, P., Hu, G. (2021)  Approximate Bayesian Estimation with Subsampled Logistic Regression Big Data Settings. IEEE Big Data 2021, 58-64.