HyperTime: Hyperparameter Optimization for Combating Temporal Distribution Shifts.
Shaokun ZhangYiran WuZhonghua ZhengQingyun WuChi WangPublished in: CoRR (2023)
Keyphrases
- optimization problems
- spatio temporal
- spatial and temporal
- temporal information
- optimization algorithm
- temporal data
- gaussian processes
- spatial distribution
- probability distribution
- data distribution
- optimization method
- optimization process
- multi objective
- neural network
- global optimization
- hyperparameters
- temporal databases
- power law
- temporal relations