Contrastive Principal Component Learning: Modeling Similarity by Augmentation Overlap.
Lu HanHan-Jia YeDe-Chuan ZhanPublished in: CoRR (2022)
Keyphrases
- principal components
- learning algorithm
- knowledge acquisition
- dimensionality reduction
- learning systems
- supervised learning
- principal component analysis
- similarity measure
- reinforcement learning
- learning process
- dynamic programming
- multivariate data
- distance function
- unsupervised learning
- data sets
- np hard
- active learning
- prior knowledge
- high dimensional
- neural network