No Fuss Distance Metric Learning using Proxies.
Yair Movshovitz-AttiasAlexander ToshevThomas K. LeungSergey IoffeSaurabh SinghPublished in: CoRR (2017)
Keyphrases
- distance metric learning
- distance metric
- metric learning
- image classification
- semi supervised
- semidefinite programming
- gender classification
- nonlinear dimensionality reduction
- euclidean distance
- preprocessing step
- pairwise
- distance function
- multi label
- computer vision
- multi task
- kernel matrix
- preprocessing
- kernel learning
- learning tasks
- semi supervised learning
- distance measure