Lauren A. Sugden

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 2

Top Topics

Boltzmann Machine

Computational Biology

Efficient Learning

Top Venues

PLoS Comput. Biol.

Publications

Ryan M. Cecil, Lauren A. Sugden
On convolutional neural networks for selection inference: Revealing the effect of preprocessing on model learning and the capacity to discover novel patterns. PLoS Comput. Biol. 19 (11) (2023)
K. D. Ahlquist, Lauren A. Sugden, Sohini Ramachandran
Enabling interpretable machine learning for biological data with reliability scores. PLoS Comput. Biol. 19 (5) (2023)
Lauren A. Sugden, Michael R. Tackett, Yiannis A. Savva, William A. Thompson, Charles E. Lawrence
Assessing the validity and reproducibility of genome-scale predictions. Bioinform. 29 (22) (2013)