147 citations · 1.8k across the 70 of their papers we have counts for
Showing 2019 · astro-ph.IMShow all
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astro-ph.IM2019★ 46 cited
Active Anomaly Detection for time-domain discoveries
Emille E. O. Ishida, Matwey V. Kornilov, Konstantin L. Malanchev +7
We present the first evidence that adaptive learning techniques can boost the discovery of unusual objects within astronomical light curve data sets. Our method follows an active l…
astro-ph.IM2019
Machine Learning and the future of Supernova Cosmology
Emille E. O. Ishida
Machine Learning methods will play a fundamental role in our ability to optimize the science output from the next generation of large scale surveys. Given the peculiarities of astr…