Group-representative functional network estimation from multi-subject fMRI data via MRF-based image segmentation. - Bingjing Tang; Aditi Iyer; Vinayak Rao; Nan Kong (Comput. Methods Programs Biomed., 2019)

An Exact Auxiliary Variable Gibbs Sampler for a Class of Diffusions. - Qi Wang; Vinayak Rao; Yee Whye Teh (J. Comput. Graph. Stat., 2021)

Efficient Parameter Sampling for Markov Jump Processes. - Boqian Zhang; Vinayak Rao (J. Comput. Graph. Stat., 2021)

Data Augmentation MCMC for Bayesian Inference from Privatized Data. - Nianqiao Ju; Jordan Awan; Ruobin Gong; Vinayak Rao (NeurIPS, 2022)

Privacy-Aware Rejection Sampling. - Jordan Awan; Vinayak Rao (J. Mach. Learn. Res., 2023)

Off-line Estimation of Controlled Markov Chains: Minimaxity and Sample Complexity. - Imon Banerjee; Harsha Honnappa; Vinayak Rao (Oper. Res., 2025)