Collective Learningcs.LG
Collective learning leverages human collaboration for semi-supervised learning.
problem Distributed semi-supervised learning with heterogeneous systems.
method Two phases: self-training and collective training with proxy-labels.
result Collective learning improves performance over individual learning.