ML Anthology

du Plessis, Marthinus Christoffel

4 publications

MLJ 2017 Class-Prior Estimation for Learning from Positive and Unlabeled Data Marthinus Christoffel du Plessis, Gang Niu, Masashi Sugiyama
NeurIPS 2016 Theoretical Comparisons of Positive-Unlabeled Learning Against Positive-Negative Learning Gang Niu, Marthinus Christoffel du Plessis, Tomoya Sakai, Yao Ma, Masashi Sugiyama
AISTATS 2014 Bias Reduction and Metric Learning for Nearest-Neighbor Estimation of Kullback-Leibler Divergence Yung-Kyun Noh, Masashi Sugiyama, Song Liu, Marthinus Christoffel du Plessis, Frank Chongwoo Park, Daniel D. Lee
ICML 2012 Semi-Supervised Learning of Class Balance Under Class-Prior Change by Distribution Matching Marthinus Christoffel du Plessis, Masashi Sugiyama