Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC.
Eric WulffMaria GironeDavid SouthwickJuan Pablo García AmboageEduard CubaPublished in: CoRR (2023)
Keyphrases
- high level
- computational model
- machine learning
- gaussian processes
- prediction model
- probabilistic model
- mathematical model
- prediction accuracy
- optimization model
- optimization process
- bayesian inference
- bayesian framework
- application domains
- regression model
- neural network
- case based reasoning
- probability distribution
- artificial neural networks
- support vector
- feature selection
- artificial intelligence
- data mining