2022
Okapi: Generalising Better by Making Statistical Matches Match
NeurIPS 2022accept
We propose Okapi, a simple, efficient, and general method for robust semi-supervised learning based on online statistical matching. Our method uses a nearest-neighbours-based matching procedure to generate cross-domain views for a consistency loss, while eliminating statistical outliers. In order to…