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19992026
most citedfastai: A Layered API for Deep Learning

1k citations

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astro-ph.EP2021★ 10 cited

Multiband imaging of the HD 36546 debris disk: a refined view from SCExAO/CHARIS

Kellen Lawson, Thayne Currie, John P. Wisniewski +21

We present the first multi-wavelength (near-infrared; ) imaging of HD 36546's debris disk, using the Subaru Coronagraphic Extreme Adaptive Optics (SCExAO) system co…

stat.ML2021★ 1 cited

Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees

Jean Feng, Alexej Gossmann, Berkman Sahiner +1

After deploying a clinical prediction model, subsequently collected data can be used to fine-tune its predictions and adapt to temporal shifts. Because model updating carries risks…

astro-ph.GA2021★ 49 cited

Semi-analytic forecasts for JWST -- V. AGN luminosity functions and helium reionization at z = 2-7

L. Y. Aaron Yung, Rachel S. Somerville, Steven L. Finkelstein +5

Active galactic nuclei (AGN) forming in the early universe are thought to be the primary source of hard ionizing photons contributing to the reionization of intergalactic helium. H…

stat.ML2021★ 1 cited

Personalized Online Machine Learning

Ivana Malenica, Rachael V. Phillips, Romain Pirracchio +3

In this work, we introduce the Personalized Online Super Learner (POSL) -- an online ensembling algorithm for streaming data whose optimization procedure accommodates varying degre…

astro-ph.IM2021

Dark zone maintenance results for segmented aperture wavefront error drift in a high contrast space coronagraph

Susan F. Redmond, Laurent Pueyo, Leonid Pogorelyuk +8

Due to the limited number of photons, directly imaging planets requires long integration times with a coronagraphic instrument. The wavefront must be stable on the same time scale,…

gr-qc2021★ 28 cited

Quantum optics meets black hole thermodynamics via conformal quantum mechanics: II. Thermodynamics of acceleration radiation

A. Azizi, H. E. Camblong, A. Chakraborty +2

The thermodynamics of ``horizon brightened acceleration radiation'' (HBAR), due to a random atomic cloud freely falling into a black hole in a Boulware-like vacuum, is shown to mim…