Multi-VFL: A Vertical Federated Learning System for Multiple Data and Label Owners.
Vaikkunth MugunthanPawan GoyalLalana KagalPublished in: CoRR (2021)
Keyphrases
- data sets
- data processing
- learning process
- data sources
- image data
- database
- knowledge discovery
- prior knowledge
- data quality
- data analysis
- data collection
- data structure
- high quality
- data points
- statistical analysis
- learning models
- raw data
- human experts
- learning systems
- learning algorithm
- reinforcement learning
- machine learning
- online learning
- training examples
- background knowledge
- sensor data
- training data
- probabilistic model
- original data
- active learning
- multiple tasks
- partially labeled