Guided Hyperparameter Tuning Through Visualization and Inference.
Hyekang JooCalvin BaoIshan SenFurong HuangLeilani BattlePublished in: CoRR (2021)
Keyphrases
- interactive visualization
- bayesian inference
- data visualization
- visualization tool
- data analysis
- model selection
- hyperparameters
- bayesian networks
- self organizing maps
- belief networks
- probabilistic inference
- visual representation
- gaussian processes
- parameter tuning
- structured prediction
- inference process
- fine tuning
- learning algorithm
- visualization tools
- gaussian process
- support vector machine
- database systems