11 citations · 25 across the 14 of their papers we have counts for
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astro-ph.CO2019★ 11 cited
A Novel CMB Component Separation Method: Hierarchical Generalized Morphological Component Analysis
Sebastian Wagner-Carena, Max Hopkins, Ana Diaz Rivero +1
We present a novel technique for Cosmic Microwave Background (CMB) foreground subtraction based on the framework of blind source separation. Inspired by previous work incorporating…
cs.LG2019★ 5 cited
The Power of Comparisons for Actively Learning Linear Classifiers
Max Hopkins, Daniel M. Kane, Shachar Lovett
In the world of big data, large but costly to label datasets dominate many fields. Active learning, a semi-supervised alternative to the standard PAC-learning model, was introduced…