Concepedia

Jeffrey Regier

JR

Statistics

Publications

24

Citations

4.2K

H-Index

15

Active since

2015

Affiliations

University of California, Berkeley(Current)

University of Michigan

Ragon Institute of MGH, MIT and Harvard

Chan Zuckerberg Initiative (United States)

Lawrence Berkeley National Laboratory

Jeffrey Regier is an author at University of California, Berkeley specializing in engineering, medicine, and computational biology.

Top concepts

EngineeringData ScienceMedicineBioinformaticsMachine LearningComputational BiologySystems BiologySingle-cell AnalysisBiostatisticsGene Expression

Publications per year

2015–2023

24

Publications

24

Deep generative modeling for single-cell transcriptomics

Romain Lopez, Jeffrey Regier, Michael B. Cole et al. · Nature Methods · 2018 · 2.4K citations

Single Cell Sequencing, Medicine, Computational Biology +7

Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models

Chenling Xu, Romain Lopez, Edouard Mehlman et al. · Molecular Systems Biology · 2021 · 617 citations · Full text

Engineering, Single‐cell Transcriptomics Data, Deep Generative Models +22

Joint probabilistic modeling of single-cell multi-omic data with totalVI

Adam Gayoso, Zoë Steier, Romain Lopez et al. · Nature Methods · 2021 · 534 citations · Full text

Joint Probabilistic Modeling, Engineering, Data Science +9

scvi-tools: a library for deep probabilistic analysis of single-cell omics data

Adam Gayoso, Romain Lopez, Galen Xing et al. · 2021 · 70 citations · Full text

Deep Probabilistic Analysis, Engineering, Machine Learning +20

Information Constraints on Auto-Encoding Variational Bayes

Romain Lopez, Jeffrey Regier, Michael I. Jordan et al. · arXiv (Cornell University) · 2018 · 65 citations · Full text

Engineering, Machine Learning, Conditional Independence +16

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