Nina Taft
2 papers · 2006–2008 · 1 venue · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold π± Topic Pioneer π§ Keyword Pioneer
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Trend Setter
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Renaissance Researcher
(5)
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Conference Pioneer
Venues
Top co-authors
Research topics
Data Science & Analytics
(2)
Machine Learning
(2)
Applications Β· Data Science & Analytics
(2)
Core Methods
(2)
Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory
(1)
Systems
(1)
Keywords
dimensionality reduction
(1)
spectral clustering
(1)
anomaly detection
(1)
principal component analysis
(1)
network anomaly detection
(1)
statistical analysis
(1)
network monitoring
(1)
subspace tracking
(1)
matrix perturbation
(1)
data perturbation
(1)
clustering error
(1)
eigenvector perturbation
(1)
laplacian matrix
(1)
perturbation theory
(1)
data reduction
(1)
distributed system
(1)
stochastic perturbation
(1)
large-scale data
(1)
stochastic matrix perturbation
(1)
stochastic perturbation theory
(1)