UPDF AI

Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting

Jun Shu,Qi Xie,4 Authors,Deyu Meng

2019 · DBLP: conf/nips/ShuXY0ZXM19
Neural Information Processing Systems · 999 Citations

TLDR

Synthetic and real experiments substantiate the capability of the method for achieving proper weighting functions in class imbalance and noisy label cases, fully complying with the common settings in traditional methods, and more complicated scenarios beyond conventional cases.