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cs.LG2021
Distribution Matching for Machine Teaching
Xiaofeng Cao, Ivor W. Tsang
Machine teaching is an inverse problem of machine learning that aims at steering the student learner towards its target hypothesis, in which the teacher has already known the stude…
cs.LG2021★ 2 cited
Bayesian Active Learning by Disagreements: A Geometric Perspective
Xiaofeng Cao, Ivor W. Tsang
We present geometric Bayesian active learning by disagreements (GBALD), a framework that performs BALD on its core-set construction interacting with model uncertainty estimation. T…