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All publications by Alfred O. Hero
authors venues years



Multivariate f-divergence Estimation With Confidence
Kevin Moon and Alfred O. Hero
Advances in Neural Information Processing Systems 27, 2014


Multi-criteria Anomaly Detection using Pareto Depth Analysis
Ko-jen Hsiao, Kevin Xu, Jeff Calder and Alfred O. Hero
Advances in Neural Information Processing Systems 25, 2012


Ensemble weighted kernel estimators for multivariate entropy estimation
Kumar Sricharan and Alfred O. Hero
Advances in Neural Information Processing Systems 25, 2012


Efficient anomaly detection using bipartite k-NN graphs
Kumar Sricharan and Alfred O. Hero
Advances in Neural Information Processing Systems 24, 2011


Geometric entropy minimization (GEM) for anomaly detection and localization
Alfred O. Hero
Advances in Neural Information Processing Systems 19, 2006


From Weighted Classification to Policy Search
Doron Blatt and Alfred O. Hero
Advances in Neural Information Processing Systems 18, 2005