10 citations · 11 across the 3 of their papers we have counts for
3 papers
Caught in the web: galaxy mergers along cosmic filaments
Carolina Dulcien, Yara L. Jaffe, Jacob P. Crossett +31
Galaxy clusters grow through the accretion of galaxies from groups, filaments, and other clusters. During this process, galaxies may undergo pre-processing in lower-density environ…
Mitigating Bias in Deep Learning: Training Unbiased Models on Biased Data for the Morphological Classification of Galaxies
Esteban Medina-Rosales, Guillermo Cabrera-Vives, Christopher J. Miller
Galaxy morphologies and their relation with physical properties have been a relevant subject of study in the past. Most galaxy morphology catalogs have been labelled by human annot…
Labeling Bias in Galaxy Morphologies
Guillermo Cabrera-Vives, Christopher J. Miller, Jeff Schneider
We present a metric to quantify systematic labeling bias in galaxy morphology data sets stemming from the quality of the labeled data. This labeling bias is independent from labeli…