Soumendu Sundar Mukherjee

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Purnamrita SarkarAssociate Professor, Statistics and Data Sciences, University of Texas at AustinVerified email at austin.utexas.edu
Lizhen LinDepartment of Mathematics, The University of MarylandVerified email at umd.edu
Arup BoseIndian Statistical InstituteVerified email at isical.ac.in
Y. X. Rachel WangSchool of Mathematics and Statistics, University of SydneyVerified email at sydney.edu.au
peter bickelProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
Shirshendu ChatterjeeAssociate Professor, City College of New York, CUNYVerified email at ccny.cuny.edu
Sharmodeep BhattacharyyaAssistant Professor of Statistics, Oregon State UniversityVerified email at science.oregonstate.edu
Bowei YanUniversity of Texas at AustinVerified email at utexas.edu
Subhro GhoshNational University of SingaporeVerified email at nus.edu.sg
Dalia ChakrabartySenior Lecturer in Statistics, Brunel University LondonVerified email at brunel.ac.uk
Sanchayan SantraSpecially-Appointed Researcher/Fellow, Institute for Datability Science,Osaka UniversityVerified email at ids.osaka-u.ac.jp
Bhabatosh ChandaProfessor, Computer and Communication Science, Indian Statistical InstituteVerified email at isical.ac.in
Ayanendranath BasuProfessor, Indian Statistical InstituteVerified email at isical.ac.in
Steven J. MillerProfessor of Mathematics, Williams CollegeVerified email at williams.edu
Wanqiao XuStanford UniversityVerified email at stanford.edu
Avinandan BoseUniversity of WashingtonVerified email at cs.washington.edu
Satyaki MukherjeeTU MunchenVerified email at mytum.de
Pinaki RoyAdjunct Professor, Ton Duc Thang University, Ho Chi Minh City, Vietnam;Former Professor, PAMUVerified email at tdtu.edu.vn
Anirban BasakInternational Centre for Theoretical SciencesVerified email at icts.res.in
Shyamal Krishna DeAssistant Professor, Indian Statistical Institute KolkataVerified email at isical.ac.in

Soumendu Sundar Mukherjee

Assistant Professor at Statistics and Mathematics Unit, Indian Statistical Institute, Kolkata

Verified email at isical.ac.in - Homepage

Machine Learning Probability Signal Processing Statistics


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On clustering network-valued data SS Mukherjee, P Sarkar, L Lin Advances in neural information processing systems, 2017	47	2017
Mean field for the stochastic blockmodel: Optimization landscape and convergence issues SS Mukherjee, P Sarkar Advances in neural information processing systems, 2018	26	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	17*	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	10	2019
On some inference problems for networks SS Mukherjee University of California, Berkeley, 2018	9	2018
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	8	2021
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	8	2020
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	8	2015
Graphon estimation from partially observed network data SS Mukherjee, S Chakrabarti arXiv preprint arXiv:1906.00494, 2019	7	2019
Bulk behaviour of Schur-Hadamard products of symmetric random matrices A Bose, SS Mukherjee Random Matrices: Theory and Applications 3 (2), 1450007, 2014	4	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	3	2021
Learning with latent group sparsity via heat flow dynamics on networks S Ghosh, SS Mukherjee arXiv preprint arXiv:2201.08326, 2022	2	2022
Changepoint analysis of topic proportions in temporal text data A Bose, SS Mukherjee arXiv preprint arXiv:2112.00827, 2021	2	2021
High dimensional PCA: a new model selection criterion A Chakraborty, SS Mukherjee, A Chakrabarti arXiv preprint arXiv:2011.04470, 2020	2	2020
Minimax-optimal estimation for sparse multi-reference alignment with collision-free signals S Ghosh, SS Mukherjee, JB Pan arXiv preprint arXiv:2312.07839, 2023	1	2023
On*-Convergence of Schur–Hadamard Products of Independent Nonsymmetric Random Matrices SS Mukherjee International Mathematics Research Notices 2023 (17), 14667-14698, 2023	1	2023
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	1	2022
Construction of product -probability spaces via free cumulants A Bose, SS Mukherjee arXiv preprint arXiv:2007.10989, 2020	1	2020
Learning Networks from Gaussian Graphical Models and Gaussian Free Fields S Ghosh, SS Mukherjee, HS Tran, U Gangopadhyay Journal of Statistical Physics 191 (4), 45, 2024		2024
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

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