111 citations · 240 across the 24 of their papers we have counts for
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stat.ML2020★ 6 cited
Active pooling design in group testing based on Bayesian posterior prediction
Ayaka Sakata
In identifying infected patients in a population, group testing is an effective method to reduce the number of tests and correct the test errors. In the group testing procedure, te…
stat.ML2020★ 4 cited
Bayesian inference of infected patients in group testing with prevalence estimation
Ayaka Sakata
Group testing is a method of identifying infected patients by performing tests on a pool of specimens collected from patients. For the case in which the test returns a false result…
physics.bio-ph2020★ 14 cited
Dimensional reduction in evolving spin-glass model: correlation of phenotypic responses to environmental and mutational changes
Ayaka Sakata, Kunihiko Kaneko
The evolution of high-dimensional phenotypes is investigated using a statistical physics model consists of interacting spins, in which genotypes, phenotypes, and environments are r…