David Uminsky
3 papers · 2012–2025 · 2 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· Gold πΊοΈ Taxonomy Completionist (11) π Conference Polyglot Β· Bronze
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Topic Pioneer
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Keyword Pioneer
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Trend Setter
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Data Science & Analytics
(2)
Machine Learning
(2)
Mathematics & Optimization
(2)
Applications Β· Data Science & Analytics
(2)
Core Methods
(2)
Optimization
(2)
Computer Science
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications Β· Natural Language Processing
(1)
Digital Humanities
(1)
Foundations
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
clustering algorithm
(2)
unsupervised clustering
(2)
spectral clustering
(1)
sentiment analysis
(1)
opinion mining
(1)
named entity recognition
(1)
text annotation
(1)
energy landscape
(1)
inverse power method
(1)
balanced cut
(1)
continuous relaxation
(1)
cheeger cut
(1)
total variation clustering
(1)
multiclass clustering
(1)
image processing
(1)
non-recursive clustering
(1)
nmf approaches
(1)
partitioning algorithms
(1)
optimization algorithm
(1)
graph cut
(1)