Soumendu Sundar Mukherjee
Soumendu Sundar Mukherjee
Assistant Professor at Statistics and Mathematics Unit, Indian Statistical Institute, Kolkata
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On clustering network-valued data
SS Mukherjee, P Sarkar, L Lin
Advances in neural information processing systems, 2017
Mean field for the stochastic blockmodel: Optimization landscape and convergence issues
SS Mukherjee, P Sarkar
Advances in neural information processing systems, 2018
On some inference problems for networks
SS Mukherjee
University of California, Berkeley, 2018
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
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
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
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
Graphon Estimation from Partially Observed Network Data
SS Mukherjee, S Chakrabarti
arXiv preprint arXiv:1906.00494, 2019
Morphological Network: How Far Can We Go with Morphological Neurons?
R Mondal, SS Mukherjee, S Santra, B Chanda
arXiv preprint arXiv:1901.00109, 2019
Bulk behaviour of Schur-Hadamard products of symmetric random matrices
A Bose, SS Mukherjee
Random Matrices: Theory and Applications 3 (2), 1450007, 2014
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
Changepoint analysis of topic proportions in temporal text data
A Bose, SS Mukherjee
arXiv preprint arXiv:2112.00827, 2021
High dimensional PCA: a new model selection criterion
A Chakraborty, SS Mukherjee, A Chakrabarti
arXiv preprint arXiv:2011.04470, 2020
Construction of product -probability spaces via free cumulants
A Bose, SS Mukherjee
arXiv preprint arXiv:2007.10989, 2020
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
On -Convergence of Schur-Hadamard Products of Independent Nonsymmetric Random Matrices
SS Mukherjee
International Mathematics Research Notices, 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
Some characterization results on classical and free Poisson thinning
SS Mukherjee
Random Matrices: Theory and Applications 11 (04), 2250042, 2022
Learning with latent group sparsity via heat flow dynamics on networks
S Ghosh, SS Mukherjee
arXiv preprint arXiv:2201.08326, 2022
Bulk behaviour of skew-symmetric patterned random matrices
A Bose, SS Mukherjee
Statistics and Applications 19 (1), 41-60, 2021
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