Hyperparameter Optimization Is Deceiving Us, and How to Stop It.
A. Feder CooperYucheng LuJessica FordeChristopher De SaPublished in: NeurIPS (2021)
Keyphrases
- optimization algorithm
- optimization procedure
- joint optimization
- information systems
- optimization problems
- gaussian processes
- optimization methods
- global optimization
- discrete optimization
- optimization model
- optimization process
- incremental learning
- database
- prior knowledge
- knowledge base
- machine learning
- data sets