EmbNum: Semantic labeling for numerical values with deep metric learning.
Phuc NguyenKhai NguyenRyutaro IchiseHideaki TakedaPublished in: CoRR (2018)
Keyphrases
- metric learning
- numerical values
- distance metric
- numerical data
- distance metric learning
- machine learning and pattern recognition
- dimensionality reduction
- pairwise
- learning tasks
- semi supervised
- mahalanobis metric
- multi task
- distance function
- semantic information
- semi supervised learning
- feature space
- unsupervised learning
- image segmentation
- subject to linear constraints
- active learning
- learning problems
- euclidean distance
- learning experience
- knowledge base