Information-theoretic Semi-supervised Metric Learning via Entropy Regularization

Gang Niu, Bo Dai, Makoto Yamada +1

We propose a general information-theoretic approach called Seraph (SEmi-supervised metRic leArning Paradigm with Hyper-sparsity) for metric learning that does not rely upon the man…