Follow
Soumendu Sundar Mukherjee
Soumendu Sundar Mukherjee
Assistant Professor at Statistics and Mathematics Unit, Indian Statistical Institute, Kolkata
Verified email at isical.ac.in - Homepage
Title
Cited by
Cited by
Year
On clustering network-valued data
SS Mukherjee, P Sarkar, L Lin
Advances in neural information processing systems, 2017
462017
Mean field for the stochastic blockmodel: Optimization landscape and convergence issues
SS Mukherjee, P Sarkar
Advances in neural information processing systems, 2018
242018
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
16*2021
Morphological Network: How Far Can We Go with Morphological Neurons?
R Mondal, SS Mukherjee, S Santra, B Chanda
arXiv preprint arXiv:1901.00109, 2019
92019
On some inference problems for networks
SS Mukherjee
University of California, Berkeley, 2018
92018
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
82020
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
82015
Graphon estimation from partially observed network data
SS Mukherjee, S Chakrabarti
arXiv preprint arXiv:1906.00494, 2019
72019
When random initializations help: a study of variational inference for community detection
P Sarkar, YXR Wang, SS Mukherjee
Journal of Machine Learning Research 22 (22), 1-46, 2021
62021
Bulk behaviour of Schur-Hadamard products of symmetric random matrices
A Bose, SS Mukherjee
Random Matrices: Theory and Applications 3 (2), 1450007, 2014
42014
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
32021
Learning with latent group sparsity via heat flow dynamics on networks
S Ghosh, SS Mukherjee
arXiv preprint arXiv:2201.08326, 2022
22022
Changepoint analysis of topic proportions in temporal text data
A Bose, SS Mukherjee
arXiv preprint arXiv:2112.00827, 2021
22021
High dimensional PCA: a new model selection criterion
A Chakraborty, SS Mukherjee, A Chakrabarti
arXiv preprint arXiv:2011.04470, 2020
22020
Minimax-optimal estimation for sparse multi-reference alignment with collision-free signals
S Ghosh, SS Mukherjee, JB Pan
arXiv preprint arXiv:2312.07839, 2023
12023
On*-Convergence of Schur–Hadamard Products of Independent Nonsymmetric Random Matrices
SS Mukherjee
International Mathematics Research Notices 2023 (17), 14667-14698, 2023
12023
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
12022
Construction of product -probability spaces via free cumulants
A Bose, SS Mukherjee
arXiv preprint arXiv:2007.10989, 2020
12020
Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing
H Chu, S Ghosh, CT Lam, SS Mukherjee
arXiv preprint arXiv:2402.17595, 2024
2024
The "visible" Wigner matrix
A Bose, SS Mukherjee
arXiv preprint arXiv:2312.12428, 2023
2023
The system can't perform the operation now. Try again later.
Articles 1–20