Control-based Graph Embeddings with Data Augmentation for Contrastive Learning.
Obaid Ullah AhmadAnwar SaidMudassir ShabbirWaseem AbbasXenofon D. KoutsoukosPublished in: CoRR (2024)
Keyphrases
- graph representation
- data collection
- data sets
- data sources
- data processing
- image data
- prior knowledge
- data analysis
- human experts
- data points
- reinforcement learning
- spatial data
- learning algorithm
- learning models
- original data
- data distribution
- background knowledge
- structured data
- synthetic data
- social networks
- supervised learning
- control system
- high dimensional data
- learning systems
- privacy preserving
- training data
- knowledge discovery
- data acquisition
- end users
- data structure
- data quality
- control strategy
- learning process