Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks.
Nikola B. KovachkiAndrew M. StuartPublished in: CoRR (2018)
Keyphrases
- learning tasks
- derivative free
- fan beam
- learning algorithm
- neural learning
- unconstrained optimization
- learning problems
- supervised learning
- machine learning
- transfer learning
- multi task
- gradient method
- learning experience
- machine learning algorithms
- optimization methods
- radon transform
- neural network
- kernel methods
- training data
- multi label
- image reconstruction
- feature selection
- semi supervised learning
- multi layered
- iterative methods
- training set
- scan data
- penalty function
- pairwise
- data sets