Towards classes of architectural dependability assurance for machine-learning-based systems
Author:
Affiliation:
1. FZI Research Center for Information Technology, Karlsruhe, Germany
2. Karlsruhe Institute of Technology, Karlsruhe, Germany
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3387939.3388613
Reference38 articles.
1. Adaptive Action Selection in Autonomic Software Using Reinforcement Learning
2. Performance analysis of self-adaptive systems for requirements validation at design-time
3. Variational Inference: A Review for Statisticians
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