Zeroth-Order Stochastic Compositional Algorithms for Risk-Aware Learning.
Dionysios S. KalogeriasWarren B. PowellPublished in: SIAM J. Optim. (2022)
Keyphrases
- learning algorithm
- noise tolerant
- learning process
- learning systems
- supervised learning
- machine learning algorithms
- learning tasks
- benchmark datasets
- significant improvement
- automatically learned
- decision making
- neural network
- computational complexity
- orders of magnitude
- learning problems
- times faster
- stochastic search
- statistical queries
- learning rules
- learning analytics
- reinforcement learning
- worst case
- computationally efficient
- unsupervised learning
- optimization problems