My current methodlogical and theoretical research interests focus on latent variable models for multivariate categorical and count data, Bayesian variable selection in linear and non-linear models, probabilistic models for analysis of network data, trade-off between computational and theoretical complexity in Gaussian process regression models and understanding properties of continuous shrinkage priors in high dimensions.
