Amortized Auto-Tuning: Cost-Efficient Transfer Optimization for Hyperparameter Recommendation.
Yuxin XiaoEric P. XingWillie NeiswangerPublished in: CoRR (2021)
Keyphrases
- cost efficient
- governmental organizations
- fine tuning
- global optimization
- optimization algorithm
- recommender systems
- optimization method
- optimization problems
- times faster
- search tree
- optimization process
- worst case
- model selection
- collaborative filtering
- gaussian processes
- parameter optimization
- support vector machine
- tuning parameters
- feature selection