No Fuss Distance Metric Learning Using Proxies.
Yair Movshovitz-AttiasAlexander ToshevThomas K. LeungSergey IoffeSaurabh SinghPublished in: ICCV (2017)
Keyphrases
- distance metric learning
- distance metric
- metric learning
- image classification
- semi supervised
- semidefinite programming
- gender classification
- nonlinear dimensionality reduction
- euclidean distance
- component analysis
- learning tasks
- distance function
- query processing
- decision trees
- preprocessing step
- multi label
- pairwise constraints
- kernel learning
- semi supervised learning
- support vector machine