Low-Rank Robust Online Distance/Similarity Learning based on the Rescaled Hinge Loss

Davood Zabihzadeh, Amar Tuama, Ali Karami-Mollaee

An important challenge in metric learning is scalability to both size and dimension of input data. Online metric learning algorithms are proposed to address this challenge. Existin…