PETScML: Second-order solvers for training regression problems in Scientific Machine Learning.
Stefano ZampiniUmberto ZerbinatiGeorge TurkiyyahDavid E. KeyesPublished in: CoRR (2024)
Keyphrases
- regression problems
- learning machines
- machine learning
- classification and regression problems
- linear regression
- genetic programming
- cross validation
- support vector machine
- training algorithm
- feature selection
- model selection
- input space
- learning tasks
- training set
- higher order
- support vector
- data mining
- supervised learning
- pattern recognition
- ensemble learning
- hyperparameters
- training process
- high dimensional data
- random forests
- machine learning methods
- learning algorithm
- multi task
- training examples
- machine learning algorithms
- feature extraction
- text classification
- nearest neighbor
- reinforcement learning
- training data