Functions with average smoothness: structure, algorithms, and learning.
Yair AshlagiLee-Ad GottliebAryeh KontorovichPublished in: COLT (2021)
Keyphrases
- learning algorithm
- data sets
- reinforcement learning
- learning process
- orders of magnitude
- learning problems
- learning tasks
- prior knowledge
- noise tolerant
- learning systems
- computationally efficient
- inductive inference
- times faster
- knowledge acquisition
- data structure
- neural network
- automatically learned
- learning models
- graph theory
- space complexity
- prior information
- benchmark datasets
- optimization problems
- semi supervised
- active learning
- bayesian networks