Distance metric learning with eigenvalue fine tuning.
Wenquan WangYa ZhangJinglu HuPublished in: IJCNN (2017)
Keyphrases
- fine tuning
- distance metric learning
- metric learning
- distance metric
- image classification
- semi supervised
- gender classification
- semidefinite programming
- nonlinear dimensionality reduction
- covariance matrix
- least squares
- fine tuned
- pairwise
- semi supervised learning
- nearest neighbor classification
- preprocessing step
- component analysis
- machine learning
- euclidean distance
- distance function
- learning tasks
- kernel learning
- preprocessing
- k nearest neighbour
- data analysis
- training data
- learning algorithm