Learning-augmented private algorithms for multiple quantile release.
Mikhail KhodakKareem AminTravis DickSergei VassilvitskiiPublished in: ICML (2023)
Keyphrases
- learning algorithm
- noise tolerant
- machine learning algorithms
- learning systems
- computational cost
- unsupervised learning
- multiple tasks
- learning analytics
- times faster
- optimization problems
- active learning
- supervised learning
- significant improvement
- benchmark datasets
- prior knowledge
- learning process
- learning tasks
- learning problems
- learning models
- knowledge base
- online learning
- inductive learning
- search algorithm
- decision trees
- statistical queries