Privacy-Preserving Distributed Multi-Task Learning with Asynchronous Updates.
Liyang XieInci M. BaytasKaixiang LinJiayu ZhouPublished in: KDD (2017)
Keyphrases
- privacy preserving
- multi task learning
- horizontally partitioned data
- horizontally partitioned
- multi party
- multi task
- partitioned data
- privacy sensitive
- privacy preserving data mining
- privacy preservation
- gaussian processes
- learning tasks
- multiple tasks
- vertically partitioned data
- data privacy
- secure multiparty computation
- private information
- privacy preserving classification
- learning problems
- high order
- preserving privacy
- sensitive information
- transfer learning
- privacy concerns
- theoretical analysis
- pairwise
- distributed data
- learning models
- feature extraction
- learning algorithm