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2020 – today
- 2023
[i8]Keming Zhang, Joshua S. Bloom
, Stéfan van der Walt, Nina Hernitschek:
nbi: the Astronomer's Package for Neural Posterior Estimation. CoRR abs/2312.03824 (2023)- [i7]Keming Zhang, Tharindu Jayasinghe, Joshua S. Bloom:
Stellar Spectra Fitting with Amortized Neural Posterior Estimation and nbi. CoRR abs/2312.05687 (2023) - 2021
- [i6]Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, François Lanusse, Casey Lam, Jessica Lu:
Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation. CoRR abs/2102.05673 (2021) - [i5]Keming Zhang, B. Scott Gaudi, Joshua S. Bloom:
A Ubiquitous Unifying Degeneracy in 2-body Microlensing Systems. CoRR abs/2111.13696 (2021) - 2020
- [i4]Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, François Lanusse, Casey Lam, Jessica Lu:
Automating Inference of Binary Microlensing Events with Neural Density Estimation. CoRR abs/2010.04156 (2020) - [i3]Keming Zhang, Joshua S. Bloom:
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks. CoRR abs/2011.01243 (2020)
2010 – 2019
- 2019
- [j4]Stefan Johann van der Walt, Arien Crellin-Quick, Joshua S. Bloom:
SkyPortal: An Astronomical Data Platform. J. Open Source Softw. 4(37): 1247 (2019) - [j3]Keming Zhang, Joshua S. Bloom:
deepCR: Cosmic Ray Rejection with Deep Learning. J. Open Source Softw. 4(41): 1651 (2019) - [i2]Keming Zhang, Joshua S. Bloom:
deepCR: Cosmic Ray Rejection with Deep Learning. CoRR abs/1907.09500 (2019) - 2016
- [c2]Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua S. Bloom, Fernando Pérez:
cesium: Open-Source Platform for Time-Series Inference. SciPy 2016: 27-35 - [i1]Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua S. Bloom, Fernando Pérez:
cesium: Open-Source Platform for Time-Series Inference. CoRR abs/1609.04504 (2016) - 2014
- [c1]Joshua S. Bloom:
Astrophysical Applications of Machine Learning at Scale and under Duress. IPDPS 2014: 885
2000 – 2009
- 2009
- [j2]Zia Khan, Joshua S. Bloom, Leonid Kruglyak, Mona Singh:
A practical algorithm for finding maximal exact matches in large sequence datasets using sparse suffix arrays. Bioinform. 25(13): 1609-1616 (2009) - [j1]Zia Khan, Joshua S. Bloom, Benjamin A. Garcia, Mona Singh, Leonid Kruglyak:
Protein quantification across hundreds of experimental conditions. Proc. Natl. Acad. Sci. USA 106(37): 15544-15548 (2009)
Coauthor Index
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