Deepayan Chakrabarti
9 papers · 2008–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Bronze
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(57)
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Research topics
Machine Learning
(8)
Core Methods
(7)
Data Science & Analytics
(5)
Mathematics & Optimization
(5)
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(5)
Applications
(4)
Mathematics
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic
(2)
Core AI
(2)
Optimization
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
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(1)
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(1)
Keywords
semi-supervised learning
(2)
social network
(2)
stochastic block model
(2)
network analysis
(2)
graph theory
(2)
label propagation
(2)
mixed membership
(2)
graph clustering
(1)
spectral clustering
(1)
link prediction
(1)
robust classification
(1)
multi-label classification
(1)
graph generation
(1)
community detection
(1)
probabilistic inference
(1)
few-shot learning
(1)
nonparametric regression
(1)
exploration exploitation
(1)
parameter inference
(1)
exploration-exploitation tradeoff
(1)
Papers
Robust High-Dimensional Classification From Few Positive Examples
IJCAI 2022
Consistent Nonparametric Methods for Network Assisted Covariate Estimation
ICML 2021
Overlapping Clustering Models, and One (class) SVM to Bind Them All
NeurIPS 2018
Joint Label Inference in Networks
JMLR 2017
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations
ICML 2017
The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels
NeurIPS 2015
Joint Inference of Multiple Label Types in Large Networks
ICML 2014
Kronecker Graphs: An Approach to Modeling Networks
JMLR 2010
Mortal Multi-Armed Bandits
NeurIPS 2008