Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces.
Amirali AghazadehNived RajaramanTony TuKannan RamchandranPublished in: CoRR (2022)
Keyphrases
- data collection
- data sets
- learning algorithm
- prior knowledge
- computer systems
- data processing
- learning models
- background knowledge
- knowledge acquisition
- image data
- knowledge discovery
- input data
- data analysis
- data sources
- learning tasks
- learning systems
- high quality
- data points
- online learning
- data structure
- reinforcement learning
- supervised learning
- statistical analysis
- high dimensional data
- synthetic data
- learning process
- training data
- human experts
- decision trees