Leveraging Uncertainty in Machine Learning Accelerates Biological Discovery and Design

Published 2020 View Full Article

Authors

Keywords

uncertainty prediction, Gaussian process, machine learning, active learning, compound-kinase affinity, PknB, Mycobacterium tuberculosis, generative design, protein fitness landscape, transcriptomic imputation

Journal

Cell Systems

Volume -, Issue -, Pages -

Publisher

Elsevier BV

Online

2020-10-16

DOI

10.1016/j.cels.2020.09.007

Ask authors/readers for more resources

Protocol

Community support

Reagent

Community support

Reprint

Contact the author

Find the ideal target journal for your manuscript

Explore over 38,000 international journals covering a vast array of academic fields.

Add your recorded webinar

Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.

Upload Now