780 citations · 1.8k across the 76 of their papers we have counts for
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astro-ph.IM2012★ 40 cited
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves
Pablo Huijse, Pablo A. Estevez, Pavlos Protopapas +2
We propose a new information theoretic metric for finding periodicities in stellar light curves. Light curves are astronomical time series of brightness over time, and are characte…
cs.LG2012
Measures of Entropy from Data Using Infinitely Divisible Kernels
Luis G. Sanchez Giraldo, Murali Rao, Jose C. Principe
Information theory provides principled ways to analyze different inference and learning problems such as hypothesis testing, clustering, dimensionality reduction, classification, a…