49 citations · 49 across the 3 of their papers we have counts for
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cs.LG2019
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO
Pablo Morales-Álvarez, Pablo Ruiz, Scott Coughlin +2
In the last years, crowdsourcing is transforming the way classification training sets are obtained. Instead of relying on a single expert annotator, crowdsourcing shares the labell…
astro-ph.IM2019★ 49 cited
Classifying the unknown: discovering novel gravitational-wave detector glitches using similarity learning
S B Coughlin, S Bahaadini, N Rohani +17
The observation of gravitational waves from compact binary coalescences by LIGO and Virgo has begun a new era in astronomy. A critical challenge in making detections is determining…