Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization.
Lixu WangShichao XuRuiqi XuXiao WangQi ZhuPublished in: ICLR (2022)
Keyphrases
- computational model
- learning models
- learning tasks
- learning algorithm
- high level
- learning mechanism
- theoretical framework
- learning scheme
- real world
- neural nets
- mathematical model
- parameter estimation
- management system
- probability distribution
- similarity measure
- decision theoretic
- learning opportunities
- connectionist networks
- formal model
- experimental data
- em algorithm
- maximum likelihood
- supervised learning
- bayesian networks
- feature selection
- machine learning