2 papers
stat.ME2020
Generalized Bayes Quantification Learning under Dataset Shift
Jacob Fiksel, Abhirup Datta, Agbessi Amouzou +1
Quantification learning is the task of prevalence estimation for a test population using predictions from a classifier trained on a different population. Quantification methods ass…
stat.ME2018
Regularized Bayesian transfer learning for population level etiological distributions
Abhirup Datta, Jacob Fiksel, Agbessi Amouzou +1
Computer-coded verbal autopsy (CCVA) algorithms predict cause of death from high-dimensional family questionnaire data (verbal autopsies) of a deceased individual. CCVA algorithms…