Beyond Perturbations: Learning Guarantees with Arbitrary Adversarial Test Examples.
Shafi GoldwasserAdam Tauman KalaiYael Tauman KalaiOmar MontasserPublished in: CoRR (2020)
Keyphrases
- learning systems
- learning algorithm
- learning problems
- learning process
- prior knowledge
- knowledge acquisition
- learning scheme
- unsupervised learning
- active learning
- reinforcement learning
- online learning
- database
- mobile devices
- training examples
- lower bound
- learning tasks
- learning models
- training data
- positive examples
- negative examples
- exact learning