Learning from Weakly Dependent Data under Dobrushin's Condition.
Yuval DaganConstantinos DaskalakisNishanth DikkalaSiddhartha JayantiPublished in: COLT (2019)
Keyphrases
- data sets
- data collection
- prior knowledge
- data processing
- data structure
- data analysis
- sensor data
- raw data
- data sources
- learning process
- experimental data
- image data
- knowledge acquisition
- high quality
- high dimensional data
- synthetic data
- data distribution
- original data
- human experts
- statistical analysis
- data objects
- data quality
- learning models
- learning tasks
- domain experts
- missing data
- online learning
- probability distribution
- database systems
- learning algorithm