When is memorization of irrelevant training data necessary for high-accuracy learning?
Gavin BrownMark BunVitaly FeldmanAdam D. SmithKunal TalwarPublished in: STOC (2021)
Keyphrases
- learning algorithm
- training data
- high accuracy
- supervised learning
- knowledge acquisition
- online learning
- decision trees
- reinforcement learning
- data sets
- concept learning
- test data
- learning systems
- learning process
- active learning
- prior knowledge
- case study
- learning tasks
- learning scenarios
- inductive learning
- classification models
- database
- learning scheme
- domain adaptation
- sample selection bias