Subhashis Ghosal

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 8

Top Topics

Quantile Regression

Bayesian Inference

Structure Learning

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Stat. Anal. Data Min.

Publications

Jami J. Mulgrave, Subhashis Ghosal
Regression-based Bayesian estimation and structure learning for nonparanormal graphical models. Stat. Anal. Data Min. 15 (5) (2022)
Arkaprava Roy, Subhashis Ghosal
Optimal Bayesian smoothing of functional observations over a large graph. J. Multivar. Anal. 189 (2022)
Indrabati Bhattacharya, Subhashis Ghosal
Bayesian multivariate quantile regression using Dependent Dirichlet Process prior. J. Multivar. Anal. 185 (2021)
Rui Zhu, Subhashis Ghosal
Bayesian Semi-supervised learning under nonparanormality. CoRR (2020)
Rui Zhu, Subhashis Ghosal
Bayesian Semiparametric ROC surface estimation under verification bias. Comput. Stat. Data Anal. 133 (2019)
Priyam Das, Subhashis Ghosal
Bayesian non-parametric simultaneous quantile regression for complete and grid data. Comput. Stat. Data Anal. 127 (2018)
Priyam Das, Subhashis Ghosal
Bayesian quantile regression using random B-spline series prior. Comput. Stat. Data Anal. 109 (2017)
Prithwish Bhaumik, Subhashis Ghosal
Bayesian inference for higher-order ordinary differential equation models. J. Multivar. Anal. 157 (2017)
Meng Li, Subhashis Ghosal
Fast Translation Invariant Multiscale Image Denoising. IEEE Trans. Image Process. 24 (12) (2015)
Sayantan Banerjee, Subhashis Ghosal
Bayesian structure learning in graphical models. J. Multivar. Anal. 136 (2015)
S. McKay Curtis, Sayantan Banerjee, Subhashis Ghosal
Fast Bayesian model assessment for nonparametric additive regression. Comput. Stat. Data Anal. 71 (2014)
Bradley C. Turnbull, Subhashis Ghosal, Hao Helen Zhang
Iterative selection using orthogonal regression techniques. Stat. Anal. Data Min. 6 (6) (2013)
John Thomas White, Subhashis Ghosal
Denoising three-dimensional and colored images using a Bayesian multi-scale model for photon counts. Signal Process. 93 (11) (2013)
Yuefeng Wu, Subhashis Ghosal
-consistency of Dirichlet mixtures in multivariate Bayesian density estimation. J. Multivar. Anal. 101 (10) (2010)
Yongqiang Tang, Subhashis Ghosal
A consistent nonparametric Bayesian procedure for estimating autoregressive conditional densities. Comput. Stat. Data Anal. 51 (9) (2007)