An analysis of over-sampling labeled data in semi-supervised learning with FixMatch

Miquel Martí i Rabadán, Sebastian Bujwid, Alessandro Pieropan +2

Most semi-supervised learning methods over-sample labeled data when constructing training mini-batches. This paper studies whether this common practice improves learning and how. W…