Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces.
Amirali AghazadehNived RajaramanTony TuKannan RamchandranPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- data sets
- prior knowledge
- background knowledge
- data collection
- data analysis
- database
- image data
- learning systems
- data structure
- data processing
- learning algorithm
- synthetic data
- high quality
- training data
- data sources
- statistical analysis
- discrete data
- data quality
- noisy data
- spectral data
- missing data
- input data
- knowledge discovery
- active learning