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Sayantan Banerjee
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Cited by
Year
Bayesian structure learning in graphical models
S Banerjee, S Ghosal
Journal of Multivariate Analysis 136, 147-162, 2015
1152015
Posterior convergence rates for estimating large precision matrices using graphical models
S Banerjee, S Ghosal
Electronic Journal of Statistics 8 (2), 2111-2137, 2014
792014
Fast Bayesian model assessment for nonparametric additive regression
SMK Curtis, S Banerjee, S Ghosal
Computational Statistics & Data Analysis 71, 347-358, 2014
282014
Personalized integrated network modeling of the cancer proteome atlas
MJ Ha, S Banerjee, R Akbani, H Liang, GB Mills, KA Do, ...
Scientific reports 8 (1), 14924, 2018
232018
DEMARCATE: Density-based Magnetic Resonance Image Clustering for Assessing Tumor Heterogeneity in Cancer
A Saha, S Banerjee, S Kurtek, S Narang, J Lee, G Rao, J Martinez, ...
NeuroImage: Clinical 12, 132 - 143, 2016
222016
Bayesian inference in high-dimensional models
S Banerjee, I Castillo, S Ghosal
https://arxiv.org/abs/2101.04491, 2021
212021
Change‐point analysis in financial networks
S Banerjee, K Guhathakurta
Stat 9 (1), e269, 2020
172020
Precision Matrix Estimation under the Horseshoe-like Prior-Penalty Dual
K Sagar, S Banerjee, J Datta, A Bhadra
Electronic Journal of Statistics 18 (1), 1-46, 2024
112024
Horseshoe shrinkage methods for Bayesian fusion estimation
S Banerjee
Computational Statistics and Data Analysis, 2022
82022
Spectral clustering via sparse graph structure learning with application to proteomic signaling networks in cancer
S Banerjee, R Akbani, V Baladandayuthapani
Computational Statistics and Data Analysis 132, 46 - 69, 2019
82019
Bayesian variable selection in generalized additive partial linear models
S Banerjee, S Ghosal
Stat 3 (1), 363-378, 2014
62014
Graph signal denoising using -shrinkage priors
S Banerjee, W Shen
Journal of Statistical Planning and Inference 219, 279-305, 2022
22022
Network-based Modeling of COVID-19 Dynamics: Early Pandemic Spread in India
R Bhattacharyya, S Banerjee, S Mohammed, V Baladandayuthapani
https://www.medrxiv.org/content/10.1101/2021.03.16.21253772v1, 2021
22021
Posterior convergence rates for high‐dimensional precision matrix estimation using G‐Wishart priors
S Banerjee
Stat 6 (1), 207-217, 2017
22017
A New Spatio-Temporal Model Exploiting Hamiltonian Equations
S Mazumder, S Banerjee, S Bhattacharya
arXiv Preprint arXiv:2211.13478, 2022
12022
Graphical Evidence
A Bhadra, K Sagar, S Banerjee, J Datta
arXiv Preprint arXiv:2205.01016, 2022
12022
High-dimensional Portfolio Optimization using Joint Shrinkage
A Burman, S Banerjee
arXiv Preprint arXiv:2109.13633, 2021
12021
Nonparametric variable selection, clustering and prediction for large biological datasets
S Guha, S Banerjee, C Gu, V Baladandayuthapani
Nonparametric Bayesian Inference in Biostatistics, 175-192, 2015
12015
Nonparametric Bayes multiresolution testing for high-dimensional rare events
J Datta, S Banerjee, DB Dunson
Journal of Nonparametric Statistics, 2024
2024
Structure recovery and trend estimation for dynamic network analysis
X Jiang, SM Livas, F Yin, S Banerjee, CT Butts, W Shen
Stat 12 (1), e593, 2023
2023
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Articles 1–20