Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization
Collaborative and Privacy-Preserving Machine Teaching via Consensus Optimization
In this work, we define a collaborative and privacy-preserving machine teaching paradigm with multiple distributed teachers. We focus on consensus super teaching. It aims at organizing distributed teachers to jointly select a compact while informative training subset from data hosted by the teachers to make a learner learn better. The …