Sherpa: Robust hyperparameter optimization for machine learning.
Lars HertelJulian ColladoPeter J. SadowskiJordan OttPierre BaldiPublished in: SoftwareX (2020)
Keyphrases
- machine learning
- optimization algorithm
- simultaneous optimization
- machine learning algorithms
- computationally efficient
- model selection
- learning algorithm
- data mining
- knowledge acquisition
- pattern recognition
- machine learning methods
- gaussian processes
- inductive logic programming
- optimization method
- computer vision
- computer science
- decision trees
- learning tasks
- knowledge discovery
- convex optimization
- optimization process
- gaussian process
- active learning
- norm minimization
- data analysis