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A deep generative model for gene expression profiles from single-cell RNA sequencing.

R. Lopez, J. Regier, M. Jordan, and N. Yosef. CoRR, (2017)

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Klaus Regier

Marc Regier

Stefanie Regier

Walter Regier

Other publications of authors with the same name

Celeste: Variational inference for a generative model of astronomical images.J. Regier, A. Miller, J. McAuliffe, R. Adams, M. Hoffman, D. Lang, D. Schlegel, and Prabhat. ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 2095-2103. JMLR.org, (2015)A Gaussian Process Model of Quasar Spectral Energy Distributions.A. Miller, A. Wu, J. Regier, J. McAuliffe, D. Lang, Prabhat, D. Schlegel, and R. Adams. NIPS, page 2494-2502. (2015)Stochastic Cubic Regularization for Fast Nonconvex Optimization.N. Tripuraneni, M. Stern, C. Jin, J. Regier, and M. Jordan. NeurIPS, page 2904-2913. (2018)Information Constraints on Auto-Encoding Variational Bayes.R. Lopez, J. Regier, M. Jordan, and N. Yosef. NeurIPS, page 6117-6128. (2018)Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference.D. McNamara, J. Loper, and J. Regier. AISTATS, volume 238 of Proceedings of Machine Learning Research, page 4312-4320. PMLR, (2024)Variational Inference with Coverage Guarantees in Simulation-Based Inference.Y. Patel, D. McNamara, J. Loper, J. Regier, and A. Tewari. ICML, OpenReview.net, (2024)A deep generative model for gene expression profiles from single-cell RNA sequencing.R. Lopez, J. Regier, M. Jordan, and N. Yosef. CoRR, (2017)Deep generative modeling for single-cell transcriptomicsR. Lopez, J. Regier, M. Cole, M. Jordan, and N. Yosef. Nature Methods, 15 (12): 1053--1058 (2018)Fast Black-box Variational Inference through Stochastic Trust-Region Optimization.J. Regier, M. Jordan, and J. McAuliffe. NIPS, page 2402-2411. (2017)Variational Inference for Deblending Crowded Starfields.R. Liu, J. McAuliffe, J. Regier, and L. Collaboration. J. Mach. Learn. Res., (2023)

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Disambiguation of "Regier, Jeffrey"

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A deep generative model for gene expression profiles from single-cell RNA sequencing.

Please choose a person to relate this publication to

Klaus Regier

Klaus Regier

Marc Regier

Stefanie Regier

Walter Regier

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Regier, Jeffrey"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML A deep generative model for gene expression profiles from single-cell RNA sequencing.

Please choose a person to relate this publication to

Klaus Regier

Klaus Regier

Marc Regier

Stefanie Regier

Walter Regier

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
DIN 1505
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A deep generative model for gene expression profiles from single-cell RNA sequencing.