Nina Taft
2 papers
· 2006–2008
· 1 conference
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Cross-Pollinator
(13)
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Renaissance Researcher
(5)
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Taxonomy Completionist
(17)
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Interdisciplinary Bridge
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Keyword Pioneer
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Topic Pioneer
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Conference Pioneer
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Trend Setter
Conferences
NIPS (2)
Top co-authors
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)
stochastic matrix perturbation
(1)
Papers
Spectral Clustering with Perturbed Data
NIPS 2008
In-Network PCA and Anomaly Detection
NIPS 2006