PETScML: Second-Order Solvers for Training Regression Problems in Scientific Machine Learning.
Stefano ZampiniUmberto ZerbinatiGeorge TurkyyiahDavid E. KeyesPublished in: PASC (2024)
Keyphrases
- regression problems
- learning machines
- machine learning
- classification and regression problems
- linear regression
- cross validation
- genetic programming
- support vector machine
- feature selection
- training algorithm
- support vector
- input space
- supervised learning
- training set
- data mining
- higher order
- model selection
- pattern recognition
- learning tasks
- learning algorithm
- high dimensional data
- hyperparameters
- random forests
- training process
- ensemble learning
- multi task
- decision trees
- machine learning methods
- learning problems
- training examples
- machine learning algorithms
- active learning
- feature vectors
- data analysis
- genetic algorithm
- reinforcement learning