activity
20022014
most citedOn Machine-Learned Classification of Variable Stars with Sparse and Noisy Time-Series Data

315 citations · 3k across the 32 of their papers we have counts for

collaborators

31 papers

astro-ph.SR2014★ 42 cited

A Machine Learning Method to Infer Fundamental Stellar Parameters from Photometric Light Curves

A. A. Miller, J. S. Bloom, J. W. Richards +6

A fundamental challenge for wide-field imaging surveys is obtaining follow-up spectroscopic observations: there are > photometrically cataloged sources, yet modern spectrosc…

astro-ph.HE2014★ 79 cited

CfAIR2: Near Infrared Light Curves of 94 Type Ia Supernovae

Andrew S. Friedman, W. M. Wood-Vasey, G. H. Marion +18

CfAIR2 is a large homogeneously reduced set of near-infrared (NIR) light curves for Type Ia supernovae (SN Ia) obtained with the 1.3m Peters Automated InfraRed Imaging TELescope (P…

astro-ph.SR2013★ 53 cited

Type IIb Supernova SN 2011dh: Spectra and Photometry from the Ultraviolet to the Near-Infrared

G. H. "Howie'' Marion, Jozsef Vinko, Robert P. Kirshner +26

We report spectroscopic and photometric observations of the Type IIb SN 2011dh obtained between 4 and 34 days after the estimated date of explosion (May 31.5 UT). The data cover a…

astro-ph.GA2012★ 99 cited

The Frequency of Debris Disks at White Dwarfs

Sara D. Barber, Adam J. Patterson, Mukremin Kilic +4

We present near- and mid-infrared photometry and spectroscopy from PAIRITEL, IRTF, and Spitzer of a metallicity-unbiased sample of 117 cool, hydrogen-atmosphere white dwarfs from t…

astro-ph.IM2012★ 96 cited

Construction of a Calibrated Probabilistic Classification Catalog: Application to 50k Variable Sources in the All-Sky Automated Survey

Joseph W. Richards, Dan L. Starr, Adam A. Miller +4

With growing data volumes from synoptic surveys, astronomers must become more abstracted from the discovery and introspection processes. Given the scarcity of follow-up resources,…

astro-ph.SR2012★ 19 cited

Discovery of Bright Galactic R Coronae Borealis and DY Persei Variables: Rare Gems Mined from ACVS

A. A. Miller, J. W. Richards, J. S. Bloom +4

We present the results of a machine-learning (ML) based search for new R Coronae Borealis (RCB) stars and DY Persei-like stars (DYPers) in the Galaxy using cataloged light curves f…