Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains.
Nikita TsoyAnna MihalkovaTeodora N. TodorovaNikola KonstantinovPublished in: AISTATS (2024)
Keyphrases
- learning process
- reinforcement learning
- online learning
- learning algorithm
- knowledge acquisition
- incremental learning
- metadata
- bayesian networks
- empirical studies
- special case
- digital libraries
- real world
- active learning
- unsupervised learning
- prior knowledge
- learning problems
- learning analytics
- inductive inference
- distributed systems
- supervised learning
- multi agent systems
- multi agent
- social networks
- genetic algorithm
- machine learning