Sudipto Banerjee

34 papers C 1Journal 27Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Amortized Bayesian inference for actigraph time sheet data from mobile devices. CoRR Daniel Zhou, Sudipto Banerjee
2026	J	`jnl`	Nonstationary Spatial Process Models with Spatially Varying Covariance Kernels. J. Comput. Graph. Stat. Sébastien Coube-Sisqueille, Sudipto Banerjee, Benoît Liquet
2025	J	`jnl`	Bayesian Data Sketching for Varying Coefficient Regression Models. CoRR Rajarshi Guhaniyogi, Laura Baracaldo, Sudipto Banerjee
2025	J	`jnl`	Bayesian Data Sketching for Varying Coefficient Regression Models. J. Mach. Learn. Res. Rajarshi Guhaniyogi, Laura Baracaldo, Sudipto Banerjee
2025	J	`jnl`	Bayesian Multi-Group Gaussian Process Models for Heterogeneous Group-Structured Data. J. Mach. Learn. Res. Didong Li, Andrew Jones, Sudipto Banerjee, Barbara E. Engelhardt
2025	J	`jnl`	Dynamic Bayesian Learning for Spatiotemporal Mechanistic Models. J. Mach. Learn. Res. Sudipto Banerjee, Xiang Chen, Ian Frankenburg, Daniel Zhou
2025	J	`jnl`	Graph-constrained analysis for multivariate functional data. J. Multivar. Anal. Debangan Dey, Sudipto Banerjee, Martin A. Lindquist, Abhirup Datta
2024	J	`jnl`	Bayesian modeling of incompatible spatial data: A case study involving Post-Adrian storm forest damage assessment. Int. J. Appl. Earth Obs. Geoinformation Lu Zhang, Andrew O. Finley, Arne Nothdurft, Sudipto Banerjee
2023	J	`jnl`	Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds. J. Mach. Learn. Res. Didong Li, Wenpin Tang, Sudipto Banerjee
2023	J	`jnl`	bayesassurance: An R Package for Calculating Sample Size and Bayesian Assurance. R J. Jane Pan, Sudipto Banerjee
2022	J	`jnl`	spNNGP J. Stat. Softw. Andrew O. Finley, Abhirup Datta, Sudipto Banerjee
2021	J	`jnl`	Modeling Massive Spatial Datasets Using a Conjugate Bayesian Linear Regression Framework. CoRR Sudipto Banerjee
2020	J	`jnl`	Bayesian State Space Modeling of Physical Processes in Industrial Hygiene. Technometrics Nada Abdalla, Sudipto Banerjee, Gurumurthy Ramachandran, Susan Arnold
2020	J	`jnl`	Bayesian spatially varying coefficient models in the spBayes R package. Environ. Model. Softw. Andrew O. Finley, Sudipto Banerjee
2019	J	`jnl`	Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. Stat. Anal. Data Min. Lu Zhang, Abhirup Datta, Sudipto Banerjee
2018	J	`jnl`	Meta-Kriging: Scalable Bayesian Modeling and Inference for Massive Spatial Datasets. Technometrics Rajarshi Guhaniyogi, Sudipto Banerjee
2017	—	`ch.`	Bayesian Spatial Regression for Multisource Predictive Mapping. Encyclopedia of GIS Andrew O. Finley, Sudipto Banerjee
2015	—	`conf`	An efficient line segmentation approach for handwritten Bangla document image. ICAPR Koustav Mullick, Sudipto Banerjee, Ujjwal Bhattacharya
2015	—	`conf`	Fine pose estimation of known objects in cluttered scene images. ACPR Sudipto Banerjee, Sanchit Aggarwal, Anoop M. Namboodiri
2014	J	`jnl`	Bayesian Modeling for Physical Processes in Industrial Hygiene Using Misaligned Workplace Data. Technometrics João V. D. Monteiro, Sudipto Banerjee, Gurumurthy Ramachandran
2014	—	`conf`	Process modeling and evaluation of a pilot healthcare technology solution in slum communities. GHTC Sudipto Banerjee, Ali M. S. Zalzala, Laura Zalzala
2013	—	`conf`	A Robust Approach to Extraction of Texts from Camera Captured Images. CBDAR Sudipto Banerjee, Koustav Mullick, Ujjwal Bhattacharya
2013	J	`jnl`	Hierarchical Bayesian spatial models for predicting multiple forest variables using waveform LiDAR, hyperspectral imagery, and large inventory datasets. Int. J. Appl. Earth Obs. Geoinformation Andrew O. Finley, Sudipto Banerjee, Bruce D. Cook, John B. Bradford
2012	J	`jnl`	Approximate Bayesian inference for large spatial datasets using predictive process models. Comput. Stat. Data Anal. Jo Eidsvik, Andrew O. Finley, Sudipto Banerjee, Håvard Rue
2012	J	`jnl`	Bayesian dynamic modeling for large space-time datasets using Gaussian predictive processes. J. Geogr. Syst. Andrew O. Finley, Sudipto Banerjee, Alan E. Gelfand
2011	J	`jnl`	Mining boundary effects in areally referenced spatial data using the Bayesian information criterion. GeoInformatica Pei Li, Sudipto Banerjee, Alexander M. McBean
2011	J	`jnl`	Variational Bayesian methods for spatial data analysis. Comput. Stat. Data Anal. Qian Ren, Sudipto Banerjee, Andrew O. Finley, James S. Hodges
2009	J	`jnl`	Improving the performance of predictive process modeling for large datasets. Comput. Stat. Data Anal. Andrew O. Finley, Huiyan Sang, Sudipto Banerjee, Alan E. Gelfand
2009	J	`jnl`	Spatial statistics: Methods, models & computation. Comput. Stat. Data Anal. James Paul LeSage, Sudipto Banerjee, Manfred M. Fischer, Peter Congdon
2008	—	`ch.`	Bayesian Spatial Regression for Multi-source Predictive Mapping. Encyclopedia of GIS Andrew O. Finley, Sudipto Banerjee
2008	J	`jnl`	Hierarchical multiresolution approaches for dense point-level breast cancer treatment data. Comput. Stat. Data Anal. Shengde Liang, Sudipto Banerjee, Sally Bushhouse, Andrew O. Finley, Bradley P. Carlin
2007	J	`jnl`	Modeling Internet firm survival using Bayesian dynamic models with time-varying coefficients. Electron. Commer. Res. Appl. Sudipto Banerjee, Robert J. Kauffman, Bin Wang
2007	J	`jnl`	Multilevel modeling using spatial processes: Application to the Singapore housing market. Comput. Stat. Data Anal. Alan E. Gelfand, Sudipto Banerjee, C. F. Sirmans, Yong Tu, Seow Eng Ong
2005	C	`conf`	A dynamic Bayesian analysis of the drivers of Internet firm survival. ICEC Sudipto Banerjee, Robert J. Kauffman, Bin Wang