From inexact optimization to learning via gradient concentration.
Bernhard StankewitzNicole MückeLorenzo RosascoPublished in: CoRR (2021)
Keyphrases
- learning systems
- learning algorithm
- online learning
- learning process
- supervised learning
- inductive inference
- knowledge acquisition
- optimization problems
- reinforcement learning
- learning tasks
- learning scenarios
- probabilistic model
- empirical studies
- unsupervised learning
- optimization algorithm
- combinatorial optimization
- inductive learning
- constrained optimization
- learning scheme
- neural network