Hyperparameter Optimization Is Deceiving Us, and How to Stop It.
A. Feder CooperYucheng LuChristopher De SaPublished in: CoRR (2021)
Keyphrases
- discrete optimization
- global optimization
- optimization problems
- optimization algorithm
- joint optimization
- constrained optimization
- gaussian processes
- databases
- bayesian networks
- multiscale
- information systems
- model selection
- real time
- optimization method
- data mining
- optimization methods
- optimization process
- real world
- optimal design
- neural network