Quantification in-the-wild: data-sets and baselines

Oscar Beijbom, Judy Hoffman, Evan Yao +4

Quantification is the task of estimating the class-distribution of a data-set. While typically considered as a parameter estimation problem with strict assumptions on the data-set…