Verification of integrity of deployed deep learning models using Bayesian Optimization.
Deepthi Praveenlal KuttichiraSunil GuptaDang NguyenSantu RanaSvetha VenkateshPublished in: Knowl. Based Syst. (2022)
Keyphrases
- learning models
- machine learning
- learning algorithm
- conditional random fields
- learning tasks
- loss function
- optimization algorithm
- semi supervised learning
- learning problems
- classification models
- machine learning algorithms
- learning paradigms
- bayesian models
- classification accuracy
- maximum likelihood
- real world
- prior knowledge
- artificial neural networks
- pairwise
- bayesian networks
- decision trees