2 papers
q-bio.QM2018
Peptide-Spectra Matching from Weak Supervision
Samuel S. Schoenholz, Sean Hackett, Laura Deming +8
As in many other scientific domains, we face a fundamental problem when using machine learning to identify proteins from mass spectrometry data: large ground truth datasets mapping…
cs.LG2016
Genetic Architect: Discovering Genomic Structure with Learned Neural Architectures
Laura Deming, Sasha Targ, Nate Sauder +2
Each human genome is a 3 billion base pair set of encoding instructions. Decoding the genome using deep learning fundamentally differs from most tasks, as we do not know the full s…