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2019-02-14 -
AshishMahabal
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META TOPICPARENT
name="MachineLearning"
Broad
ToDos
Get requirements from SWGs for RB
Provide RB as a function of magnitude
Provide RB ROC curves (we have them in the paper - put plot for latest versions on wiki)
RB scores for all points in a light curve (Cosmology group does not want to lose any transient - requirement: at least one point above RB 0.3)
Completeness through comparison with TNS (AMPEL draft)
Completeness through detection of asteroids
Do RB for Galactic Plane
Put RB for GP plot on wiki (using latest model). Also one for higher latitudes
Add one member per SWG to Zwickyverse scanning
Compute RB performance as a function of stellar density (using objects per field at all latitudes)
Analyze Zooniverse data
Analyze human biases
Get purer reals and bogus candidates to be added to training sample
Check orphans and SNe being found against the Marshal
AVRO ids for these objects -> Zooniverse program on GROWTH Marshal
Marshal (GROWTH and variable?) conesearch matches for all "mentioned" ids?
Implement early retirement
--
Ashish Mahabal - 2019-02-14
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