Bayesian Statistics

Posterior Contraction of Lévy Adaptive B-spline Regression in Besov Spaces (working paper)

Eigenstructure Inference for High-dimensional Covariance with Generalized Shrinkage Inverse-Wishart Prior (working paper)

Bayesian analysis of spiked covariance models: correcting eigenvalue bias and determining the number of spikes (working paper)

Reflective Hamiltonian Monte Carlo: Mixing Analysis and Application to Sampling on Stiefel Manifold

Lévy Adaptive B-Spline Regression via Overcomplete Systems

Bayesian Nonparametric Classification for Incomplete Data With a High Missing Rate: an Application to Semiconductor Manufacturing Data