24 citations · 70 across the 22 of their papers we have counts for
3 papers · 1 filter
Results of the Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC)
R. Hložek, K. A. Ponder, A. I. Malz +19
Next-generation surveys like the Legacy Survey of Space and Time (LSST) on the Vera C. Rubin Observatory will generate orders of magnitude more discoveries of transients and variab…
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients
Noble Kennamer, Emille E. O. Ishida, Santiago Gonzalez-Gaitan +12
The recent increase in volume and complexity of available astronomical data has led to a wide use of supervised machine learning techniques. Active learning strategies have been pr…
How to obtain the redshift distribution from probabilistic redshift estimates
Alex I. Malz, David W. Hogg
A trustworthy estimate of the redshift distribution is crucial for using weak gravitational lensing and large-scale structure of galaxy catalogs to study cosmology. Spectros…