Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation.
Louis MahonThomas LukasiewiczPublished in: AAAI (2024)
Keyphrases
- data collection
- data points
- multidimensional data
- statistical analysis
- data processing
- raw data
- data sets
- data sources
- data analysis
- knowledge discovery
- image data
- input data
- online learning
- high quality
- computer systems
- training data
- data objects
- high dimensional data
- experimental data
- data distribution
- databases
- association rules
- prior information
- data clustering
- social networks
- cluster analysis
- synthetic data
- clustering method
- data structure