Transferable Deep Metric Learning for Clustering.
Mohamed Alami ChehbouneRim KaddahJesse ReadPublished in: IDA (2023)
Keyphrases
- metric learning
- distance metric
- semi supervised clustering
- nearest neighbor classification
- distance metric learning
- pairwise similarities
- semi supervised
- dimensionality reduction
- machine learning and pattern recognition
- k means
- distance function
- pairwise
- clustering algorithm
- clustering method
- multi task
- distance measure
- semi definite programming
- data points
- learning tasks
- feature space
- unsupervised learning
- spectral clustering
- high dimensional data
- semi supervised learning
- subject to linear constraints
- euclidean distance
- domain knowledge