Ambient Diffusion: Learning Clean Distributions from Corrupted Data.
Giannis DarasKulin ShahYuval DaganAravind GollakotaAlex DimakisAdam R. KlivansPublished in: NeurIPS (2023)
Keyphrases
- data sets
- prior knowledge
- raw data
- data analysis
- database
- data collection
- data quality
- learning tasks
- data distribution
- statistical analysis
- online learning
- data points
- probability distribution
- end users
- learning process
- high quality
- learning algorithm
- image data
- input data
- data processing
- expectation maximization
- data structure
- background knowledge
- spatial data
- training data
- decision trees