Ambient Diffusion: Learning Clean Distributions from Corrupted Data.
Giannis DarasKulin ShahYuval DaganAravind GollakotaAlexandros G. DimakisAdam R. KlivansPublished in: CoRR (2023)
Keyphrases
- data analysis
- computer systems
- data sets
- learning algorithm
- database
- data mining techniques
- raw data
- synthetic data
- data processing
- probability distribution
- background knowledge
- prior knowledge
- experimental data
- test data
- data collection
- original data
- learning models
- image data
- data points
- online learning
- knowledge acquisition
- supervised learning
- missing data
- end users
- data sources
- data distribution
- learning process
- missing values
- learning problems
- reinforcement learning
- training data
- noisy data
- social networks