Joshua S. Bloom

According to our database, Joshua S. Bloom authored at least 12 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Stellar Spectra Fitting with Amortized Neural Posterior Estimation and nbi.

Keming Zhang, Tharindu Jayasinghe, Joshua S. Bloom

CoRR, 2023

nbi: the Astronomer's Package for Neural Posterior Estimation.

Keming Zhang, Joshua S. Bloom, Stéfan van der Walt, Nina Hernitschek

CoRR, 2023

2021

A Ubiquitous Unifying Degeneracy in 2-body Microlensing Systems.

Keming Zhang, B. Scott Gaudi, Joshua S. Bloom

CoRR, 2021

Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation.

Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, François Lanusse, Casey Lam, Jessica Lu

CoRR, 2021

2020

Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks.

Keming Zhang, Joshua S. Bloom

CoRR, 2020

Automating Inference of Binary Microlensing Events with Neural Density Estimation.

Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, François Lanusse, Casey Lam, Jessica Lu

CoRR, 2020

2019

deepCR: Cosmic Ray Rejection with Deep Learning.

Keming Zhang, Joshua S. Bloom

J. Open Source Softw., 2019

SkyPortal: An Astronomical Data Platform.

Stefan Johann van der Walt, Arien Crellin-Quick, Joshua S. Bloom

J. Open Source Softw., 2019

2016

cesium: Open-Source Platform for Time-Series Inference.

Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua S. Bloom, Fernando Pérez

Proceedings of the 15th Python in Science Conference 2016 (SciPy 2016), Austin, Texas, July 11, 2016

2014

Astrophysical Applications of Machine Learning at Scale and under Duress.

Joshua S. Bloom

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

2009

Protein quantification across hundreds of experimental conditions.

Zia Khan, Joshua S. Bloom, Benjamin A. Garcia, Mona Singh, Leonid Kruglyak

Proc. Natl. Acad. Sci. USA, 2009

A practical algorithm for finding maximal exact matches in large sequence datasets using sparse suffix arrays.

Zia Khan, Joshua S. Bloom, Leonid Kruglyak, Mona Singh

Bioinform., 2009