Sudipto Guha
5 papers · 1999–2018 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
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Research topics
Keywords
data stream
(2)
semi-supervised learning
(1)
online learning
(1)
anomaly detection
(1)
bayesian inference
(1)
label propagation
(1)
regret minimization
(1)
posterior distribution
(1)
convex programming
(1)
correlation clustering
(1)
thompson sampling
(1)
multi-armed bandit
(1)
streaming algorithm
(1)
approximation algorithm
(1)
streaming data
(1)
stream processing
(1)
linear sketch
(1)
stochastic optimization
(1)
random cut forest
(1)
Papers
Semi-Supervised Learning on Data Streams via Temporal Label Propagation
ICML 2018
Robust Random Cut Forest Based Anomaly Detection on Streams
ICML 2016
Correlation Clustering in Data Streams
ICML 2015
Stochastic Regret Minimization via Thompson Sampling
COLT 2014
Space-Efficient Sampling
AISTATS 1999