Soumendu Sundar Mukherjee
5 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Paradigms
(1)
Mathematics
(1)
Methods
(1)
Optimization
(1)
Keywords
stochastic block model
(3)
network analysis
(2)
transfer learning
(2)
community detection
(2)
mean field
(1)
matrix completion
(1)
optimization landscape
(1)
coordinate ascent
(1)
network estimation
(1)
change point estimation
(1)
network clustering
(1)
latent variable model
(1)
minimax lower bound
(1)
latent space
(1)
graph distance
(1)
active sampling
(1)
missing not at random
(1)
multiple network
(1)
feature shift
(1)
cusum statistic
(1)
Papers
Changepoint Estimation in Sparse Dynamic Stochastic Block Models under Near-Optimal Signal Strength
AISTATS 2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion
ICML 2025
Transfer Learning for Latent Variable Network Models
NeurIPS 2024
Mean Field for the Stochastic Blockmodel: Optimization Landscape and Convergence Issues
NeurIPS 2018
On clustering network-valued data
NeurIPS 2017