10.4k citations · 37.5k across the 130 of their papers we have counts for
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cs.LG2019★ 2 cited
Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder
Hao Sun, Jiadong Guo, Edward J. Kim +1
The increasing amount of data in astronomy provides great challenges for machine learning research. Previously, supervised learning methods achieved satisfactory recognition accura…
cs.LG2018★ 500 cited
Extended Isolation Forest
Sahand Hariri, Matias Carrasco Kind, Robert J. Brunner
We present an extension to the model-free anomaly detection algorithm, Isolation Forest. This extension, named Extended Isolation Forest (EIF), resolves issues with assignment of a…