Alfred O. Hero
5 papers · 2006–2023 · 1 venue · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π± Topic Pioneer
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Keyword Pioneer
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Keyword Champion
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Trend Setter
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Data Science & Analytics
(3)
Mathematics & Optimization
(3)
Applications
(3)
Learning Types
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Core AI
(2)
Mathematics
(2)
Application Areas
(1)
Optimization
(1)
Statistics
(1)
Keywords
anomaly detection
(3)
non-parametric method
(2)
k-nearest neighbor
(2)
geometric entropy
(2)
mean squared error
(2)
nearest neighbor
(2)
convex optimization
(1)
kernel density estimation
(1)
ensemble learning
(1)
nonparametric statistics
(1)
graph-based learning
(1)
curse of dimensionality
(1)
minimum volume sets
(1)
entropy minimization
(1)
pareto depth analysis
(1)
multi-criteria anomaly detection
(1)
entropy estimation
(1)
pareto optimality
(1)
scalarization
(1)
outlier detection
(1)
Papers
Minimum-Risk Recalibration of Classifiers
NeurIPS 2023
Ensemble weighted kernel estimators for multivariate entropy estimation
NeurIPS 2012
Multi-criteria Anomaly Detection using Pareto Depth Analysis
NeurIPS 2012
Efficient anomaly detection using bipartite k-NN graphs
NeurIPS 2011
Geometric entropy minimization (GEM) for anomaly detection and localization
NeurIPS 2006