MLCapsule: Guarded Offline Deployment of Machine Learning as a Service.
Lucjan HanzlikYang ZhangKathrin GrosseAhmed SalemMaximilian AugustinMichael BackesMario FritzPublished in: CVPR Workshops (2021)
Keyphrases
- machine learning
- machine learning methods
- service oriented
- machine learning algorithms
- service providers
- web services
- service oriented architecture
- information extraction
- feature selection
- learning tasks
- query answering
- pattern recognition
- natural language processing
- inductive learning
- management system
- inductive logic programming
- data analysis
- decision trees
- learning problems
- information services
- real time
- service quality
- computer vision
- data mining
- service delivery
- peer to peer
- service composition
- loosely coupled
- learning systems
- constraint satisfaction problems
- context aware
- text classification
- text mining
- supervised learning
- support vector machine
- active learning
- information systems
- artificial intelligence
- learning algorithm
- data sets