Contrastive Metric Learning for Lithium Super-ionic Conductor Screening.
Boyu ZhangShuo WangFuchang GaoPublished in: SN Comput. Sci. (2022)
Keyphrases
- metric learning
- distance metric learning
- distance metric
- pairwise
- learning tasks
- machine learning and pattern recognition
- person re identification
- distance function
- semi supervised
- dimensionality reduction
- feature space
- semi supervised clustering
- multi task
- nearest neighbor classification
- semi supervised learning
- computer vision
- machine learning
- data analysis
- margin maximization
- semi definite programming
- mahalanobis metric
- subject to linear constraints
- background knowledge
- transfer learning
- euclidean distance
- text categorization
- learning process
- training data
- decision trees
- image processing
- learning algorithm