Metric Learning With HORDE: High-Order Regularizer for Deep Embeddings.
Pierre JacobDavid PicardAymeric HistaceEdouard KleinPublished in: CoRR (2019)
Keyphrases
- high order
- metric learning
- semi supervised
- pairwise
- dimensionality reduction
- multi task learning
- manifold learning
- higher order
- distance metric learning
- multi task
- low order
- semi supervised learning
- distance metric
- low dimensional
- learning tasks
- lower order
- distance function
- labeled data
- high dimensional data
- distance measure
- feature space
- supervised learning
- multi class
- pattern recognition
- mahalanobis metric
- singular value decomposition
- transfer learning
- euclidean space
- unsupervised learning
- markov random field
- gaussian processes
- high dimensional