J. Barton

activity

20132022

most citedIdentification of drug resistance mutations in HIV from constraints on natural evolution

40 citations · 143 across the 8 of their papers we have counts for

collaborators

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2 papers · 1 filter

q-bio.QM2021★ 2 cited

Pathogenesis, Symptomatology, and Transmission of SARS-CoV-2 through Analysis of Viral Genomics and Structure

Halie M. Rando, Adam L. MacLean, Alexandra J. Lee +31

The novel coronavirus SARS-CoV-2, which emerged in late 2019, has since spread around the world and infected hundreds of millions of people with coronavirus disease 2019 (COVID-19)…

q-bio.QM2014★ 29 cited

Large Pseudo-Counts and $L_{2}$ -Norm Penalties Are Necessary for the Mean-Field Inference of Ising and Potts Models

J. P. Barton, S. Cocco, E. De Leonardis +1

Mean field (MF) approximation offers a simple, fast way to infer direct interactions between elements in a network of correlated variables, a common, computationally challenging pr…

Pathogenesis, Symptomatology, and Transmission of SARS-CoV-2 through Analysis of Viral Genomics and Structure

Large Pseudo-Counts and L2​-Norm Penalties Are Necessary for the Mean-Field Inference of Ising and Potts Models

Large Pseudo-Counts and $L_{2}$ -Norm Penalties Are Necessary for the Mean-Field Inference of Ising and Potts Models