Suivre
Soumendu Sundar Mukherjee
Soumendu Sundar Mukherjee
Assistant Professor at Statistics and Mathematics Unit, Indian Statistical Institute, Kolkata
Adresse e-mail validée de isical.ac.in - Page d'accueil
Titre
Citée par
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Année
On clustering network-valued data
SS Mukherjee, P Sarkar, L Lin
Advances in neural information processing systems, 2017
382017
Mean field for the stochastic blockmodel: Optimization landscape and convergence issues
SS Mukherjee, P Sarkar
Advances in neural information processing systems, 2018
182018
On some inference problems for networks
SS Mukherjee
University of California, Berkeley, 2018
92018
Two provably consistent divide-and-conquer clustering algorithms for large networks
SS Mukherjee, P Sarkar, PJ Bickel
Proceedings of the National Academy of Sciences 118 (44), e2100482118, 2021
7*2021
Minimum distance estimation of milky way model parameters and related inference
S Banerjee, A Basu, S Bhattacharya, S Bose, D Chakrabarty, ...
SIAM/ASA Journal on Uncertainty Quantification 3 (1), 91-115, 2015
62015
Consistent detection and optimal localization of all detectable change points in piecewise stationary arbitrarily sparse network-sequences
S Bhattacharyya, S Chatterjee, SS Mukherjee
arXiv preprint arXiv:2009.02112, 2020
52020
When random initializations help: a study of variational inference for community detection
P Sarkar, YXR Wang, SS Mukherjee
The Journal of Machine Learning Research 22 (1), 1021-1066, 2021
42021
Graphon Estimation from Partially Observed Network Data
SS Mukherjee, S Chakrabarti
arXiv preprint arXiv:1906.00494, 2019
42019
Morphological Network: How Far Can We Go with Morphological Neurons?
R Mondal, SS Mukherjee, S Santra, B Chanda
arXiv preprint arXiv:1901.00109, 2019
42019
Bulk behaviour of Schur-Hadamard products of symmetric random matrices
A Bose, SS Mukherjee
Random Matrices: Theory and Applications 3 (2), 1450007, 2014
32014
Distribution of eigenvalues of matrix ensembles arising from wigner and palindromic toeplitz blocks
K Blackwell, N Borade, A Bose, CD VI, N Luntzlara, R Ma, SJ Miller, ...
arXiv preprint arXiv:2102.05839, 2021
22021
Changepoint analysis of topic proportions in temporal text data
A Bose, SS Mukherjee
arXiv preprint arXiv:2112.00827, 2021
12021
High dimensional PCA: a new model selection criterion
A Chakraborty, SS Mukherjee, A Chakrabarti
arXiv preprint arXiv:2011.04470, 2020
12020
Construction of product -probability spaces via free cumulants
A Bose, SS Mukherjee
arXiv preprint arXiv:2007.10989, 2020
12020
Exact tests for offline changepoint detection in multichannel binary and count data with application to networks
SK De, SS Mukherjee
Journal of Statistical Computation and Simulation 92 (17), 3659-3678, 2022
2022
On -Convergence of Schur-Hadamard Products of Independent Nonsymmetric Random Matrices
SS Mukherjee
International Mathematics Research Notices, 2022
2022
Concentration inequalities for correlated network-valued processes with applications to community estimation and changepoint analysis
S Chatterjee, S Chatterjee, SS Mukherjee, A Nath, S Bhattacharyya
arXiv preprint arXiv:2208.01365, 2022
2022
Some characterization results on classical and free Poisson thinning
SS Mukherjee
Random Matrices: Theory and Applications 11 (04), 2250042, 2022
2022
Learning with latent group sparsity via heat flow dynamics on networks
S Ghosh, SS Mukherjee
arXiv preprint arXiv:2201.08326, 2022
2022
Bulk behaviour of skew-symmetric patterned random matrices
A Bose, SS Mukherjee
Statistics and Applications 19 (1), 41-60, 2021
2021
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