Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization.
Lisha LiKevin G. JamiesonGiulia DeSalvoAfshin RostamizadehAmeet TalwalkarPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- global optimization
- optimization algorithm
- discrete optimization
- optimization problems
- optimal design
- least squares
- markov chain
- optimization strategies
- optimization method
- data sets
- combinatorial optimization
- bilevel programming
- nonlinear programming
- optimization model
- optimization process
- model selection
- multi objective