167 citations · 365 across the 12 of their papers we have counts for
3 papers · 1 filter
Nonparametric Transient Classification using Adaptive Wavelets
Melvin M. Varughese, Rainer von Sachs, Michael Stephanou +1
Classifying transients based on multi band light curves is a challenging but crucial problem in the era of GAIA and LSST since the sheer volume of transients will make spectroscopi…
BEAMS: separating the wheat from the chaff in supernova analysis
Martin Kunz, Renée Hlozek, Bruce A. Bassett +3
We introduce Bayesian Estimation Applied to Multiple Species (BEAMS), an algorithm designed to deal with parameter estimation when using contaminated data. We present the algorithm…
Parameter Estimation with BEAMS in the presence of biases and correlations
James Newling, Bruce. A. Bassett, Renée Hlozek +3
The original formulation of BEAMS - Bayesian Estimation Applied to Multiple Species - showed how to use a dataset contaminated by points of multiple underlying types to perform unb…