110 citations · 174 across the 11 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
q-bio.GN2014★ 38 cited
Bayesian Neural Networks for Genetic Association Studies of Complex Disease
Andrew L. Beam, Alison Motsinger-Reif, Jon Doyle
Discovering causal genetic variants from large genetic association studies poses many difficult challenges. Assessing which genetic markers are involved in determining trait status…
stat.CO2014★ 3 cited
Fast Hamiltonian Monte Carlo Using GPU Computing
Andrew L. Beam, Sujit K. Ghosh, Jon Doyle
In recent years, the Hamiltonian Monte Carlo (HMC) algorithm has been found to work more efficiently compared to other popular Markov Chain Monte Carlo (MCMC) methods (such as rand…