Alfred O. Hero
5 papers · 2006–2023 · 1 conference · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (10)
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Academic Marathon
(17)
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Keyword Champion
(3)
π±
Topic Pioneer
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Conference Pioneer
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Trend Setter
Conferences
NIPS (5)
Top co-authors
Research topics
Keywords
anomaly detection
(3)
geometric entropy
(2)
nearest neighbor
(2)
non-parametric method
(2)
convex optimization
(1)
outlier detection
(1)
graph-based learning
(1)
kernel density estimation
(1)
curse of dimensionality
(1)
non-parametric statistics
(1)
minimum volume sets
(1)
mean squared error
(1)
entropy estimation
(1)
multi-criteria anomaly detection
(1)
pareto depth analysis
(1)
pareto optimality
(1)
scalarization
(1)
probability calibration
(1)
ensemble averaging
(1)
k-nearest neighbor
(1)
Papers
Minimum-Risk Recalibration of Classifiers
NIPS 2023
Multi-criteria Anomaly Detection using Pareto Depth Analysis
NIPS 2012
Ensemble weighted kernel estimators for multivariate entropy estimation
NIPS 2012
Efficient anomaly detection using bipartite k-NN graphs
NIPS 2011
Geometric entropy minimization (GEM) for anomaly detection and localization
NIPS 2006