Metric Learning for Semi-Supervised Sparse Source Separation with Spectral Examples.
Jérôme BobinFabio AceroAdrien PicquenotPublished in: CAMSAP (2019)
Keyphrases
- metric learning
- semi supervised
- source separation
- semi supervised clustering
- semi supervised learning
- pairwise
- labeled data
- distance metric
- independent component analysis
- blind source separation
- unsupervised learning
- gaussian process
- unlabeled data
- active learning
- learning tasks
- pairwise constraints
- high dimensional
- dimensionality reduction
- multi task
- machine learning
- feature space
- principal component analysis
- supervised learning
- sparse representation
- distance function
- training set
- data sets
- image classification
- multi class