no code implementations • 1 Jan 2021 • Shangchuan Huang, Songtao Wang, Dan Li, Liwei Jiang
Recent works try to recover the unbiased result by estimating the proportion of positive samples with mixture proportion estimation (MPE) algorithms, but the model performance is still limited and heavy computational cost is introduced (particularly for big datasets).