59 citations · 252 across the 21 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.IT2014★ 29 cited
Multivariate f-Divergence Estimation With Confidence
Kevin R. Moon, Alfred O. Hero
The problem of f-divergence estimation is important in the fields of machine learning, information theory, and statistics. While several nonparametric divergence estimators exist,…
cs.CV2014★ 10 cited
Image patch analysis and clustering of sunspots: a dimensionality reduction approach
Kevin R. Moon, Jimmy J. Li, Veronique Delouille +2
Sunspots, as seen in white light or continuum images, are associated with regions of high magnetic activity on the Sun, visible on magnetogram images. Their complexity is correlate…
cs.IT2014★ 59 cited
Ensemble estimation of multivariate f-divergence
Kevin R. Moon, Alfred O. Hero
f-divergence estimation is an important problem in the fields of information theory, machine learning, and statistics. While several divergence estimators exist, relatively few of…