Generalization Bounds for Metric and Similarity Learning

Qiong Cao, Zheng-Chu Guo, Yiming Ying

Recently, metric learning and similarity learning have attracted a large amount of interest. Many models and optimisation algorithms have been proposed. However, there is relativel…