Matthew Stephens

According to our database, Matthew Stephens authored at least 9 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A flexible empirical Bayes approach to multiple linear regression and connections with penalized regression.

Youngseok Kim, Wei Wang, Peter Carbonetto, Matthew Stephens

J. Mach. Learn. Res., 2024

2021

Flexible Signal Denoising via Flexible Empirical Bayes Shrinkage.

Zhengrong Xing, Peter Carbonetto, Matthew Stephens

J. Mach. Learn. Res., 2021

Empirical Bayes Matrix Factorization.

Wei Wang, Matthew Stephens

J. Mach. Learn. Res., 2021

Non-negative matrix factorization algorithms greatly improve topic model fits.

Peter Carbonetto, Abhishek Sarkar, Zihao Wang, Matthew Stephens

CoRR, 2021

2019

Creating and sharing reproducible research code the workflowr way.

John D. Blischak, Peter Carbonetto, Matthew Stephens

F1000Research, 2019

Inference and visualization of DNA damage patterns using a grade of membership model.

Hussein Al-Asadi, Kushal K. Dey, John Novembre, Matthew Stephens

Bioinform., 2019

2018

A new sequence logo plot to highlight enrichment and depletion.

Kushal K. Dey, Dongyue Xie, Matthew Stephens

BMC Bioinform., 2018

2016

Variance adaptive shrinkage (<i>vash</i>): flexible empirical Bayes estimation of variances.

Mengyin Lu, Matthew Stephens

Bioinform., 2016

2007

msHOT: modifying Hudson's ms simulator to incorporate crossover and gene conversion hotspots.

Garrett Hellenthal, Matthew Stephens

Bioinform., 2007