A New Similarity Space Tailored for Supervised Deep Metric Learning.

Pedro H. Barros Fabiane Queiroz Flavio Figueredo Jefersson A. dos Santos Heitor S. Ramos

Published in: CoRR (2020)

Keyphrases

metric learning
distance metric
semi supervised
positive semi definite
distance function
nearest neighbor classification
learning tasks

distance metric learning
pairwise similarities
pairwise
mahalanobis metric
euclidean distance
machine learning and pattern recognition
dimensionality reduction

multi task
supervised learning
similarity function
unsupervised learning
active learning
distance measure

low dimensional
multiple instance learning
knn
data points
knowledge base
subject to linear constraints