Hyperband: Bandit-Based Configuration Evaluation for Hyperparameter Optimization.
Lisha LiKevin G. JamiesonGiulia DeSalvoAfshin RostamizadehAmeet TalwalkarPublished in: ICLR (Poster) (2017)
Keyphrases
- optimal configuration
- global optimization
- optimization problems
- optimization method
- optimization algorithm
- information retrieval
- case study
- evaluation method
- optimization process
- gold standard
- evaluation process
- decision trees
- semi supervised
- prior knowledge
- markov chain
- model selection
- combinatorial optimization
- random sampling
- gaussian process