EmbNum: Semantic Labeling for Numerical Values with Deep Metric Learning.
Phuc NguyenKhai NguyenRyutaro IchiseHideaki TakedaPublished in: JIST (2018)
Keyphrases
- metric learning
- numerical values
- distance metric
- distance metric learning
- numerical data
- semi supervised
- machine learning and pattern recognition
- pairwise
- learning tasks
- mahalanobis metric
- active learning
- dimensionality reduction
- multi task
- unsupervised learning
- image segmentation
- distance function
- feature space
- gender classification
- semi supervised learning
- data sets
- subject to linear constraints