Sudipto Banerjee

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 10

Top Topics

Captured Images

Bayesian Modeling

Nearest Neighbor

Gaussian Process

Top Venues

Stat. Anal. Data Min.

Publications

Jane Pan, Sudipto Banerjee
bayesassurance: An R Package for Calculating Sample Size and Bayesian Assurance. R J. 15 (3) (2023)
Didong Li, Wenpin Tang, Sudipto Banerjee
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds. J. Mach. Learn. Res. 24 (2023)
Andrew O. Finley, Abhirup Datta, Sudipto Banerjee
Package for Nearest Neighbor Gaussian Process Models. J. Stat. Softw. 103 (5) (2022)
Sudipto Banerjee
Modeling Massive Spatial Datasets Using a Conjugate Bayesian Linear Regression Framework. CoRR (2021)
Nada Abdalla, Sudipto Banerjee, Gurumurthy Ramachandran, Susan Arnold
Bayesian State Space Modeling of Physical Processes in Industrial Hygiene. Technometrics 62 (2) (2020)
Andrew O. Finley, Sudipto Banerjee
Bayesian spatially varying coefficient models in the spBayes R package. Environ. Model. Softw. 125 (2020)
Lu Zhang, Abhirup Datta, Sudipto Banerjee
Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Stat. Anal. Data Min. 12 (3) (2019)
Rajarshi Guhaniyogi, Sudipto Banerjee
Meta-Kriging: Scalable Bayesian Modeling and Inference for Massive Spatial Datasets. Technometrics 60 (4) (2018)
Sudipto Banerjee, Sanchit Aggarwal, Anoop M. Namboodiri
Fine pose estimation of known objects in cluttered scene images. ACPR (2015)
Koustav Mullick, Sudipto Banerjee, Ujjwal Bhattacharya
An efficient line segmentation approach for handwritten Bangla document image. ICAPR (2015)
João V. D. Monteiro, Sudipto Banerjee, Gurumurthy Ramachandran
Bayesian Modeling for Physical Processes in Industrial Hygiene Using Misaligned Workplace Data. Technometrics 56 (2) (2014)
Sudipto Banerjee, Ali M. S. Zalzala, Laura Zalzala
Process modeling and evaluation of a pilot healthcare technology solution in slum communities. GHTC (2014)
Sudipto Banerjee, Koustav Mullick, Ujjwal Bhattacharya
A Robust Approach to Extraction of Texts from Camera Captured Images. CBDAR (2013)
Andrew O. Finley, Sudipto Banerjee, Bruce D. Cook, John B. Bradford
Hierarchical Bayesian spatial models for predicting multiple forest variables using waveform LiDAR, hyperspectral imagery, and large inventory datasets. Int. J. Appl. Earth Obs. Geoinformation 22 (2013)
Andrew O. Finley, Sudipto Banerjee, Alan E. Gelfand
Bayesian dynamic modeling for large space-time datasets using Gaussian predictive processes. J. Geogr. Syst. 14 (1) (2012)
Jo Eidsvik, Andrew O. Finley, Sudipto Banerjee, Håvard Rue
Approximate Bayesian inference for large spatial datasets using predictive process models. Comput. Stat. Data Anal. 56 (6) (2012)
Pei Li, Sudipto Banerjee, Alexander M. McBean
Mining boundary effects in areally referenced spatial data using the Bayesian information criterion. GeoInformatica 15 (3) (2011)
Qian Ren, Sudipto Banerjee, Andrew O. Finley, James S. Hodges
Variational Bayesian methods for spatial data analysis. Comput. Stat. Data Anal. 55 (12) (2011)
James Paul LeSage, Sudipto Banerjee, Manfred M. Fischer, Peter Congdon
Spatial statistics: Methods, models & computation. Comput. Stat. Data Anal. 53 (8) (2009)
Andrew O. Finley, Huiyan Sang, Sudipto Banerjee, Alan E. Gelfand
Improving the performance of predictive process modeling for large datasets. Comput. Stat. Data Anal. 53 (8) (2009)
Shengde Liang, Sudipto Banerjee, Sally Bushhouse, Andrew O. Finley, Bradley P. Carlin
Hierarchical multiresolution approaches for dense point-level breast cancer treatment data. Comput. Stat. Data Anal. 52 (5) (2008)
Alan E. Gelfand, Sudipto Banerjee, C. F. Sirmans, Yong Tu, Seow Eng Ong
Multilevel modeling using spatial processes: Application to the Singapore housing market. Comput. Stat. Data Anal. 51 (7) (2007)
Sudipto Banerjee, Robert J. Kauffman, Bin Wang
Modeling Internet firm survival using Bayesian dynamic models with time-varying coefficients. Electron. Commer. Res. Appl. 6 (3) (2007)
Sudipto Banerjee, Robert J. Kauffman, Bin Wang
A dynamic Bayesian analysis of the drivers of Internet firm survival. ICEC (2005)