Evaluating representations by the complexity of learning low-loss predictors.
William F. WhitneyMin Jae SongDavid BrandfonbrenerJaan AltosaarKyunghyun ChoPublished in: CoRR (2020)
Keyphrases
- learning systems
- learning problems
- learning tasks
- learning algorithm
- knowledge acquisition
- genetic algorithm
- upper bound
- domain knowledge
- artificial neural networks
- active learning
- mobile devices
- supervised learning
- worst case
- online learning
- computational complexity
- reinforcement learning
- search engine
- real time
- learning scheme