Understanding Short-Horizon Bias in Stochastic Meta-Optimization.
Yuhuai WuMengye RenRenjie LiaoRoger B. GrossePublished in: CoRR (2018)
Keyphrases
- stochastic optimization
- optimization problems
- optimization algorithm
- stochastic search
- optimization process
- stochastic programming
- monte carlo
- machine learning
- domain knowledge
- discrete optimization
- optimization methods
- optimal control problems
- optimization approaches
- learning automata
- robust optimization
- global optimization
- combinatorial optimization
- optimization method
- decision trees
- artificial intelligence