54 citations · 170 across the 45 of their papers we have counts for
3 papers · 2 filters
Two-Stage Metropolis-Hastings for Tall Data
Richard D. Payne, Bani K. Mallick
This paper discusses the challenges presented by tall data problems associated with Bayesian classification (specifically binary classification) and the existing methods to handle…
Bayesian Semiparametric Multivariate Density Deconvolution
Abhra Sarkar, Debdeep Pati, Bani K. Mallick +1
We consider the problem of multivariate density deconvolution when the interest lies in estimating the distribution of a vector-valued random variable but precise measurements of t…
Bayesian sparse graphical models for classification with application to protein expression data
Veerabhadran Baladandayuthapani, Rajesh Talluri, Yuan Ji +5
Reverse-phase protein array (RPPA) analysis is a powerful, relatively new platform that allows for high-throughput, quantitative analysis of protein networks. One of the challenges…