Provable Robustness of Adversarial Training for Learning Halfspaces with Noise.
Difan ZouSpencer FreiQuanquan GuPublished in: CoRR (2021)
Keyphrases
- learning process
- supervised learning
- learning algorithm
- computer based training
- online learning
- unsupervised learning
- learning systems
- learning tasks
- learning speed
- structured prediction
- noise level
- training process
- deep architectures
- neural network
- gaussian noise
- background knowledge
- active learning
- training set
- reinforcement learning
- machine learning