Matthew Stephens

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 7

Top Topics

Personalized Ranking

Negative Matrix Factorization

Factor Matrices

Top Venues

J. Mach. Learn. Res.

Publications

Peter Carbonetto, Abhishek Sarkar, Zihao Wang, Matthew Stephens
Non-negative matrix factorization algorithms greatly improve topic model fits. CoRR (2021)
Zhengrong Xing, Peter Carbonetto, Matthew Stephens
Flexible Signal Denoising via Flexible Empirical Bayes Shrinkage. J. Mach. Learn. Res. 22 (2021)
Wei Wang, Matthew Stephens
Empirical Bayes Matrix Factorization. J. Mach. Learn. Res. 22 (2021)
Hussein Al-Asadi, Kushal K. Dey, John Novembre, Matthew Stephens
Inference and visualization of DNA damage patterns using a grade of membership model. Bioinform. 35 (8) (2019)
John D. Blischak, Peter Carbonetto, Matthew Stephens
Creating and sharing reproducible research code the workflowr way. F1000Research 8 (2019)
Kushal K. Dey, Dongyue Xie, Matthew Stephens
A new sequence logo plot to highlight enrichment and depletion. BMC Bioinform. 19 (1) (2018)
Mengyin Lu, Matthew Stephens
): flexible empirical Bayes estimation of variances. Bioinform. 32 (22) (2016)
Garrett Hellenthal, Matthew Stephens
msHOT: modifying Hudson's ms simulator to incorporate crossover and gene conversion hotspots. Bioinform. 23 (4) (2007)