Weakly Supervised Learning Meets Ride-Sharing User Experience Enhancement

no code implementations • 19 Jan 2020 • Lan-Zhe Guo, Feng Kuang, Zhang-Xun Liu, Yu-Feng Li, Nan Ma, Xiao-Hu Qie

For example, in user experience enhancement from Didi, one of the largest online ride-sharing platforms, the ride comment data contains severe label noise (due to the subjective factors of passengers) and severe label distribution bias (due to the sampling bias).

Weakly-supervised Learning