Joshua S. Bloom

17 papers A* 1A 1Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data.
ICLR
Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom
2025 J jnl
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data.
CoRR
Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom
2024 J jnl
AstroM
CoRR
Mariia Rizhko, Joshua S. Bloom
2023 J jnl
Stellar Spectra Fitting with Amortized Neural Posterior Estimation and nbi.
CoRR
Keming Zhang, Tharindu Jayasinghe, Joshua S. Bloom
2023 J jnl
nbi: the Astronomer's Package for Neural Posterior Estimation.
CoRR
Keming Zhang, Joshua S. Bloom, Stéfan van der Walt, Nina Hernitschek
2021 J jnl
A Ubiquitous Unifying Degeneracy in 2-body Microlensing Systems.
CoRR
Keming Zhang, B. Scott Gaudi, Joshua S. Bloom
2021 J jnl
Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation.
CoRR
Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, François Lanusse, Casey Lam, Jessica Lu
2020 J jnl
Automating Inference of Binary Microlensing Events with Neural Density Estimation.
CoRR
Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, François Lanusse, Casey Lam, Jessica Lu
2020 J jnl
Classification of Periodic Variable Stars with Novel Cyclic-Permutation Invariant Neural Networks.
CoRR
Keming Zhang, Joshua S. Bloom
2019 J jnl
SkyPortal: An Astronomical Data Platform.
J. Open Source Softw.
Stefan Johann van der Walt, Arien Crellin-Quick, Joshua S. Bloom
2019 J jnl
deepCR: Cosmic Ray Rejection with Deep Learning.
CoRR
Keming Zhang, Joshua S. Bloom
2019 J jnl
deepCR: Cosmic Ray Rejection with Deep Learning.
J. Open Source Softw.
Keming Zhang, Joshua S. Bloom
2016 — conf
cesium: Open-Source Platform for Time-Series Inference.
SciPy
Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua S. Bloom, Fernando Pérez
2016 J jnl
cesium: Open-Source Platform for Time-Series Inference.
CoRR
Brett Naul, Stéfan van der Walt, Arien Crellin-Quick, Joshua S. Bloom, Fernando Pérez
2014 A conf
Astrophysical Applications of Machine Learning at Scale and under Duress.
IPDPS
Joshua S. Bloom
2009 J jnl
A practical algorithm for finding maximal exact matches in large sequence datasets using sparse suffix arrays.
Bioinform.
Zia Khan, Joshua S. Bloom, Leonid Kruglyak, Mona Singh
2009 J jnl
Protein quantification across hundreds of experimental conditions.
Proc. Natl. Acad. Sci. USA
Zia Khan, Joshua S. Bloom, Benjamin A. Garcia, Mona Singh, Leonid Kruglyak