Jeffrey Regier

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Venues

Proceedings of the National Academy of Sciences of the United States of America

Nature methods

Nature biotechnology

Molecular systems biology

University of Michigan–Ann Arbor

University of California Berkeley (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Michigan–Ann Arbor Aug 01 2019

United States

Assistant Professor :: Statistics

University of California Berkeley

United States

Postdoctoral Researcher :: Electrical Engineering and Computer Sciences

Education History

University of California Berkeley Aug 15 2010 - Aug 12 2016

United States

PHD :: Statistics

Publications

Pierre Boyeau, Jeffrey Regier, Adam Gayoso, Michael I Jordan, Romain Lopez, Nir Yosef
An empirical Bayes method for differential expression analysis of single cells with deep generative models. Proceedings of the National Academy of Sciences of the United States of America 120 (21) (2023)
Pierre Boyeau, Jeffrey Regier, Adam Gayoso, Michael I Jordan, Romain Lopez, Nir Yosef
An empirical Bayes method for differential expression analysis of single cells with deep generative models. Proceedings of the National Academy of Sciences of the United States of America 120 (21) (2023)
Pierre Boyeau, Jeffrey Regier, Adam Gayoso, Michael I Jordan, Romain Lopez, Nir Yosef
An empirical Bayes method for differential expression analysis of single cells with deep generative models. Proceedings of the National Academy of Sciences of the United States of America 120 (21) (2023)
Adam Gayoso, Romain Lopez, Galen Xing, Pierre Boyeau, Valeh Valiollah Pour Amiri, Justin Hong, Katherine Wu, Michael Jayasuriya, Edouard Mehlman, Maxime Langevin, Yining Liu, Jules Samaran, Gabriel Misrachi, Achille Nazaret, Oscar Clivio, Chenling A Xu, Tal Ashuach, Mariano Gabitto, Mohammad Lotfollahi, Valentine Svensson, Eduardo da Veiga Beltrame, Vitalii Kleshchevnikov, Carlos Talavera-López, Lior Pachter, Fabian Joachim Theis, Aaron Streets, Michael I Jordan, Jeffrey Regier, Nir Yosef
A Python library for probabilistic analysis of single-cell omics data. Nature biotechnology 40 (2) (2022)
Adam Gayoso, Zoë Steier, Romain Lopez, Jeffrey Regier, Kristopher L Nazor, Aaron Streets, Nir Yosef
Joint probabilistic modeling of single-cell multi-omic data with totalVI. Nature methods 18 (3) (2021)
Chenling A Xu, Romain Lopez, Edouard Mehlman, Jeffrey Regier, Michael I Jordan, Nir Yosef
Probabilistic harmonization and annotation of single-cell transcriptomics data with deep generative models. Molecular systems biology 17 (1) (2021)
Romain Lopez, Jeffrey Regier, Michael B Cole, Michael I Jordan, Nir Yosef
Deep generative modeling for single-cell transcriptomics. Nature methods 15 (12) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jeffrey Regier