Bayesian inference of the number of factors in gene-expression analysis: application to human virus challenge studies

by Hero Alfred, Ginsburg Geoffrey S, Woods Christopher, Zaas Aimee, Paisley John, Chen Minhua, Chen Bo, Lucas Joseph, Dunson David, Carin Lawrence
Published 2010-11-01

The genetic landscape of immune-competent and HIV lymphoma

by Zhang Jenny, Grubor Vladimir, Love Cassandra L, Banerjee Anjishnu, Richards Kristy L, Miezcowski Piotr, Dunphy Cherie H, Choi William WL, Auv Wing-Yan, Srivastava Gopesh, Lugar Patricia L, Rizzieri David A, Lagoo Anand S, Bernal-Mizrachi Leon, Mann Karen P, Flowers Christopher R, Naresh Kikkeri N, Evens Andrew M, Gordon Leo I, Czader Magdalena B, Gill Javed I, Hsi Eric D, Liu Qingquan, Fan Alice, Walsh Katherine, Jima Dereje D, Luftig Micah, Ni Ting, Zhu Jun, Chadburn Amy, Levy Shawn, Dunson David B, Dave Sandeep S
Published 2012-04-01

Bayesian Nonparametric Modeling and Theory for Complex Data

by Pati, Debdeep
Published 2012

Bayesian Modeling and Computation for Mixed Data

by Cui, Kai
Published 2012

Bayesian Semi-parametric Factor Models

by Bhattacharya, Anirban
Published 2012

Bayesian Sparse Learning for High Dimensional Data

by Shi, Minghui
Published 2011

Nonparametric Bayes Models for High-Dimensional and Sparse Data

by Yang, Hongxia
Published 2010

Scalable Nonparametric Bayes Learning

by Banerjee, Anjishnu
Published 2013

Nonparametric Bayes for Big Data

by Yang, Yun
Published 2014

Nonparametric Bayes Analysis of Social Science Data

by Kunihama, Tsuyoshi
Published 2015

Topics in Modern Bayesian Computation

by Qamar, Shaan
Published 2015

Bayesian Inference in Large-scale Problems

by Johndrow, James Edward
Published 2016

Distributed Feature Selection in Large n and Large p Regression Problems

by Wang, Xiangyu
Published 2016