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PETScML: Second-order solvers for training regression problems in Scientific Machine Learning.
Stefano Zampini
Umberto Zerbinati
George Turkiyyah
David E. Keyes
Published in:
CoRR (2024)
Keyphrases
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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