Joshua S. Bloom

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 11

Top Topics

Probabilistic Inference

Chronic Hepatitis

Top Venues

J. Open Source Softw.

Publications

Keming Zhang, Joshua S. Bloom, Stéfan van der Walt, Nina Hernitschek
nbi: the Astronomer's Package for Neural Posterior Estimation. CoRR (2023)
Keming Zhang, Tharindu Jayasinghe, Joshua S. Bloom
Stellar Spectra Fitting with Amortized Neural Posterior Estimation and nbi. CoRR (2023)
Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, Francois Lanusse, Casey Lam, Jessica Lu
Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation. CoRR (2021)
Keming Zhang, B. Scott Gaudi, Joshua S. Bloom
A Ubiquitous Unifying Degeneracy in 2-body Microlensing Systems. CoRR (2021)
Keming Zhang, Joshua S. Bloom
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks. CoRR (2020)
Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, Francois Lanusse, Casey Lam, Jessica Lu
Automating Inference of Binary Microlensing Events with Neural Density Estimation. CoRR (2020)
Stefan Johann van der Walt, Arien Crellin-Quick, Joshua S. Bloom
SkyPortal: An Astronomical Data Platform. J. Open Source Softw. 4 (37) (2019)
Keming Zhang, Joshua S. Bloom
deepCR: Cosmic Ray Rejection with Deep Learning. CoRR (2019)
Keming Zhang, Joshua S. Bloom
deepCR: Cosmic Ray Rejection with Deep Learning. J. Open Source Softw. 4 (41) (2019)
Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua S. Bloom, Fernando Pérez
cesium: Open-Source Platform for Time-Series Inference. SciPy (2016)
Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua S. Bloom, Fernando Pérez
cesium: Open-Source Platform for Time-Series Inference. CoRR (2016)
Joshua S. Bloom
Astrophysical Applications of Machine Learning at Scale and under Duress. IPDPS (2014)
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) (2009)
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) (2009)