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researcher

David M. Rocke

3 papers hereh-index 5814.2k citations254 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • q-bio.QM2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedLearning Concave Conditional Likelihood Models for Improved Analysis of Tandem Mass Spectra

3 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing q-bio.QMShow all

2 papers · 1 filter

q-bio.QM2019★ 3 cited

Learning Concave Conditional Likelihood Models for Improved Analysis of Tandem Mass Spectra

John T. Halloran, David M. Rocke

The most widely used technology to identify the proteins present in a complex biological sample is tandem mass spectrometry, which quickly produces a large collection of spectra re…

q-bio.QM2019

Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra

John T. Halloran, David M. Rocke

Tandem mass spectrometry (MS/MS) is a high-throughput technology used toidentify the proteins in a complex biological sample, such as a drop of blood. A collection of spectra is ge…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.