Mukherjee, Soumendu Sundar
- Two provably consistent divide and conquer clustering algorithms for\n large networks
2017/08/18 by Soumendu Sundar Mukherjee, Mukherjee, Soumendu Sundar, Purnamrita Sarkar +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Network Traffic and Congestion Control #Statistics Theory (math.ST)
- Graphon Estimation from Partially Observed Network Data
2019/06/02 by Soumendu Sundar Mukherjee, Mukherjee, Soumendu Sundar, S. Chakrabarti +1 · 1 citation
Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Transfer Learning for Latent Variable Network Models
2024/06/05 by Jalan, Akhil, Mazumdar, Arya, Mukherjee, Soumendu Sundar +1 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Implicit Regularization via Spectral Neural Networks and Non-linear Matrix Sensing
2024/02/27 by Chu, Hong T. M., Ghosh, Subhro, Lam, Chi Thanh +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Spectra of adjacency and Laplacian matrices of Erdős-Rényi hypergraphs
2024/09/05 by Mukherjee, Soumendu Sundar, Pal, Dipranjan, Talukdar, Himasish · 1 citation
#Combinatorics (math.CO) #FOS: Mathematics #Probability (math.PR)
- Optimal Transfer Learning for Missing Not-at-Random Matrix Completion
2025/02/28 by Jalan, Akhil, Jedra, Yassir, Mazumdar, Arya +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)