Learning via Wasserstein-Based High Probability Generalisation Bounds.
Paul ViallardMaxime HaddoucheUmut SimsekliBenjamin GuedjPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- learning process
- active learning
- knowledge acquisition
- lower and upper bounds
- learning scheme
- learning community
- learning systems
- online learning
- wide range
- case study
- upper bound
- genetic algorithm
- probability distribution
- learning tasks
- learning analytics
- reinforcement learning
- pointwise
- large deviations
- distribution free