93 citations
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Showing 2022Show all
3 papers · 1 filter
stat.ML2022
Reformulating van Rijsbergen's metric for weighted binary cross-entropy
Satesh Ramdhani
The separation of performance metrics from gradient based loss functions may not always give optimal results and may miss vital aggregate information. This paper investigates incor…
astro-ph.SR2022★ 2 cited
The Sun's Mean Line-of-Sight Field
Neil R. Sheeley
We regard the Sun-as-a-star magnetic field (i.e. the mean field) as a filter for the spherical harmonic components of the photospheric field, and calculate the transmission coeffic…
cs.CV2022★ 11 cited
Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks
Sabeesh Ethiraj, Bharath Kumar Bolla
The SDSS-IV dataset contains information about various astronomical bodies such as Galaxies, Stars, and Quasars captured by observatories. Inspired by our work on deep multimodal l…