Sherpa: Robust Hyperparameter Optimization for Machine Learning.
Lars HertelJulian ColladoPeter J. SadowskiJordan OttPierre BaldiPublished in: CoRR (2020)
Keyphrases
- machine learning
- optimization algorithm
- learning algorithm
- optimization problems
- model selection
- decision trees
- reinforcement learning
- machine learning algorithms
- robust optimization
- machine learning approaches
- global optimization
- learning systems
- machine learning methods
- simultaneous optimization
- inductive learning
- learning problems
- combinatorial optimization
- image reconstruction
- probabilistic model
- data analysis
- natural language
- computer vision
- genetic algorithm