Malay Ghosh

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 8

Top Topics

Relevance Vector Machines

Top Venues

J. Multivar. Anal.

J. Mach. Learn. Res.

Commun. Stat. Simul. Comput.

Publications

Xiao Fang, Malay Ghosh
Posterior Consistency for Bayesian Relevance Vector Machines. J. Mach. Learn. Res. 24 (2023)
Sepideh Mosaferi, Malay Ghosh, Rebecca C. Steorts
Transformed Fay-Herriot model with measurement error in covariates. Commun. Stat. Simul. Comput. 52 (5) (2023)
Ruoyang Zhang, Malay Ghosh
Ultra high-dimensional multivariate posterior contraction rate under shrinkage priors. J. Multivar. Anal. 187 (2022)
Xiao Fang, Malay Ghosh
Posterior Consistency for Bayesian Relevance Vector Machines. CoRR (2022)
Ryumei Nakada, Tatsuya Kubokawa, Malay Ghosh, Sayar Karmakar
Shrinkage estimation with singular priors and an application to small area estimation. J. Multivar. Anal. 183 (2021)
Xuan Cao, Kshitij Khare, Malay Ghosh
Consistent Bayesian sparsity selection for high-dimensional Gaussian DAG models with multiplicative and beta-mixture priors. J. Multivar. Anal. 179 (2020)
Ryo Imai, Tatsuya Kubokawa, Malay Ghosh
Bayesian simultaneous estimation for means in k-sample problems. J. Multivar. Anal. 169 (2019)
Ray Bai, Malay Ghosh
High-dimensional multivariate posterior consistency under global-local shrinkage priors. J. Multivar. Anal. 167 (2018)
Shibasish Dasgupta, Kshitij Khare, Malay Ghosh
Asymptotic expansion of the posterior density in high dimensional generalized linear models. J. Multivar. Anal. 131 (2014)
Sounak Chakraborty, Malay Ghosh, Bani K. Mallick
Bayesian nonlinear regression for large p small n problems. J. Multivar. Anal. 108 (2012)
Malay Ghosh, Georgios Papageorgiou, Janet Forrester
Multivariate limited translation hierarchical Bayes estimators. J. Multivar. Anal. 100 (7) (2009)
Malay Ghosh, Victor Mergel
On the Stein phenomenon under divergence loss and an unknown variance-covariance matrix. J. Multivar. Anal. 100 (10) (2009)