Pareto Frontiers in Neural Feature Learning: Data, Compute, Width, and Luck.
Benjamin L. EdelmanSurbhi GoelSham M. KakadeEran MalachCyril ZhangPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- data sources
- synthetic data
- learning models
- background knowledge
- data collection
- learning systems
- training data
- database
- raw data
- data structure
- feature space
- data quality
- original data
- xml documents
- learning tasks
- reinforcement learning
- network architecture
- human experts
- sensor data
- bayesian networks
- high dimensional data
- statistical analysis
- knowledge discovery
- data points
- artificial neural networks