Verifiable Coded Computing: Towards Fast, Secure and Private Distributed Machine Learning.
Tingting TangRamy E. AliHanieh HashemiTynan GangwaniSalman AvestimehrMurali AnnavaramPublished in: CoRR (2021)
Keyphrases
- machine learning
- cooperative
- secret sharing
- multi party
- learning algorithm
- lightweight
- distributed systems
- multi agent
- group communication
- data mining
- privacy preserving
- artificial intelligence
- peer to peer
- machine learning methods
- machine learning algorithms
- distributed data
- sufficient conditions
- distributed environment
- pattern recognition
- rights management
- vertically partitioned data
- text classification
- computational intelligence
- natural language processing
- knowledge acquisition
- decision trees
- knowledge discovery
- support vector machine
- computer vision
- user privacy
- computer science
- active learning
- security analysis
- communication cost
- computing environments
- fault tolerant
- information extraction
- learning tasks
- statistical methods
- supervised learning
- mobile agents