Hyperparameter optimization of data-driven AI models on HPC systems.
Eric WulffMaria GironeJoosep PataPublished in: CoRR (2022)
Keyphrases
- data driven
- complex systems
- intelligent systems
- artificial intelligence
- model selection
- ai systems
- expert systems
- machine learning
- computational models
- response surface
- scientific computing
- management system
- knowledge based systems
- probabilistic model
- statistical models
- model driven
- computing systems
- multi agent systems
- neural network
- high performance computing
- gaussian processes
- hyperparameters
- distributed systems
- optimization algorithm
- computer systems
- computational intelligence
- optimization problems