Probabilistically Robust Learning: Balancing Average and Worst-case Performance.
Alexander RobeyLuiz F. O. ChamonGeorge J. PappasHamed HassaniPublished in: ICML (2022)
Keyphrases
- worst case
- learning tasks
- knowledge acquisition
- learning algorithm
- learning process
- learning problems
- learning scenarios
- learning systems
- social networks
- reinforcement learning
- online learning
- expert systems
- upper bound
- computationally efficient
- empirical studies
- unsupervised learning
- average case
- database
- supervised learning
- object recognition
- objective function
- artificial intelligence
- machine learning
- neural network
- data sets
- real time