12 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2013
A Metric-learning based framework for Support Vector Machines and Multiple Kernel Learning
Huyen Do, Alexandros Kalousis
Most metric learning algorithms, as well as Fisher's Discriminant Analysis (FDA), optimize some cost function of different measures of within-and between-class distances. On the ot…
cs.LG2012★ 12 cited
A metric learning perspective of SVM: on the relation of SVM and LMNN
Huyen Do, Alexandros Kalousis, Jun Wang +1
Support Vector Machines, SVMs, and the Large Margin Nearest Neighbor algorithm, LMNN, are two very popular learning algorithms with quite different learning biases. In this paper w…