Federated Learning of User Verification Models Without Sharing Embeddings.
Hossein HosseiniHyunsin ParkSungrack YunChristos LouizosJoseph SoriagaMax WellingPublished in: ICML (2021)
Keyphrases
- learning process
- learning algorithm
- prior knowledge
- reinforcement learning
- accurate models
- learned models
- learning models
- structured prediction
- website
- previously learned
- inductive inference
- learning problems
- knowledge sharing
- user interaction
- knowledge acquisition
- online learning
- user preferences
- learning systems
- information sharing
- low dimensional
- distance measure
- graphical models
- principal component analysis
- end users
- probabilistic model
- active learning
- digital libraries