Matthew Stephens

1. The GTEx Consortium atlas of genetic regulatory effects across human tissues
   2020/09/10 by François Aguet, Shankara Anand, Kristin Ardlie +97 · 77 citations
   Biochemistry, Genetics and Molecular Biology · #RNA Research and Splicing #RNA modifications and cancer #Genomics and Chromatin Dynamics
2. Efficient Algorithms for Multivariate Linear Mixed Models in Genome-wide Association Studies
   2013/05/19 by Xiang Zhou, Zhou, Xiang, Matthew Stephens +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #Computation (stat.CO) #FOS: Biological sciences #FOS: Computer and information sciences #Genetic Associations and Epidemiology #Genetic Mapping and Diversity in Plants and Animals #Genetic and phenotypic traits in livestock #Quantitative Methods (q-bio.QM)
3. Separating measurement and expression models clarifies confusion in single-cell RNA sequencing analysis
   2021/05/24 by Abhishek Sarkar, Matthew Stephens · 2 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer Genomics and Diagnostics #Extracellular vesicles in disease #Single-cell and spatial transcriptomics
4. Empirical Bayes Matrix Factorization
   2018/02/20 by Wei Wang, Wang, Wei, Matthew Stephens +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic Mapping and Diversity in Plants and Animals #Genomics and Chromatin Dynamics #Methodology (stat.ME)
5. Non-negative matrix factorization algorithms generally improve topic model fits
   2021/05/27 by Peter Carbonetto, Abhishek Sarkar, Carbonetto, Peter +5 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Flexible signal denoising via flexible empirical Bayes shrinkage
   2016/05/25 by Zhengrong Xing, Xing, Zhengrong, Peter Carbonetto +3 · 1 citation
   Earth and Planetary Sciences · Computer Science · #Seismic Imaging and Inversion Techniques #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods