The Rich Get Richer: Disparate Impact of Semi-Supervised Learning

Zhaowei Zhu, Tianyi Luo, Yang Liu

Abstract: Semi-supervised learning (SSL) has demonstrated its potential to improve the model accuracy for a variety of learning tasks when the high-quality supervised data is severely limited. Although it is...