CatBoost for big data: an interdisciplinary review

JT Hancock, TM Khoshgoftaar - Journal of big data, 2020 - Springer
Abstract Gradient Boosted Decision Trees (GBDT's) are a powerful tool for classification and
regression tasks in Big Data. Researchers should be familiar with the strengths and …

Containers for computational reproducibility

D Moreau, K Wiebels, C Boettiger - Nature Reviews Methods Primers, 2023 - nature.com
The fast-paced development of computational tools has enabled tremendous scientific
progress in recent years. However, this rapid surge of technological capability also comes at …

The seventeenth data release of the Sloan Digital Sky Surveys: Complete release of MaNGA, MaStar, and APOGEE-2 data

N Abdurro'uf, K Accetta, C Aerts, V Silva Aguirre… - The Astrophysical …, 2022 - osti.gov
This paper documents the seventeenth data release (DR17) from the Sloan Digital Sky
Surveys; the fifth and final release from the fourth phase (SDSS-IV). DR17 contains the …

Gaia Data Release 3-Properties and validation of the radial velocities

D Katz, P Sartoretti, A Guerrier, P Panuzzo… - Astronomy & …, 2023 - aanda.org
Context. Gaia Data Release 3 (Gaia DR3) contains the second release of the combined
radial velocities. It is based on the spectra collected during the first 34 months of the nominal …

Evidence for neutrino emission from the nearby active galaxy NGC 1068

IceCube Collaboration*†, R Abbasi, M Ackermann… - Science, 2022 - science.org
A supermassive black hole, obscured by cosmic dust, powers the nearby active galaxy NGC
1068. Neutrinos, which rarely interact with matter, could provide information on the galaxy's …

The seventeenth data release of the Sloan Digital Sky Surveys: Complete release of MaNGA, MaStar, and APOGEE-2 data

K Accetta, C Aerts, VS Aguirre… - The Astrophysical …, 2022 - iopscience.iop.org
The Sloan Digital Sky Surveys (SDSS) have been almost continuously observing the skies
for over 20 yr, since the project began with a first phase in 1998 (SDSS-I; York et al. 2000) …

A 3D dust map based on Gaia, Pan-STARRS 1, and 2MASS

GM Green, E Schlafly, C Zucker… - The Astrophysical …, 2019 - iopscience.iop.org
We present a new three-dimensional map of dust reddening, based on Gaia parallaxes and
stellar photometry from Pan-STARRS 1 and 2MASS. This map covers the sky north of a decl …

The revised TESS input catalog and candidate target list

KG Stassun, RJ Oelkers, M Paegert… - The Astronomical …, 2019 - iopscience.iop.org
We describe the catalogs assembled and the algorithms used to populate the revised TESS
Input Catalog (TIC), based on the incorporation of the Gaia second data release. We also …

The Karl G. Jansky very large array sky survey (VLASS). Science case and survey design

M Lacy, SA Baum, CJ Chandler… - Publications of the …, 2020 - iopscience.iop.org
Abstract The Very Large Array Sky Survey (VLASS) is a synoptic, all-sky radio sky survey
with a unique combination of high angular resolution (≈ 2 farcs 5), sensitivity (a 1σ goal of …

The completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey: measurement of the BAO and growth rate of structure of the luminous red galaxy sample …

JE Bautista, R Paviot, M Vargas Magaña… - Monthly Notices of …, 2021 - academic.oup.com
We present the cosmological analysis of the configuration-space anisotropic clustering in
the completed Sloan Digital Sky Survey IV extended Baryon Oscillation Spectroscopic …