How to Learn when Data Gradually Reacts to Your Model.
Zachary IzzoJames ZouLexing YingPublished in: AISTATS (2022)
Keyphrases
- data sets
- simulation data
- experimental data
- data structure
- data collection
- prior knowledge
- data sources
- data processing
- synthetic data
- statistical analysis
- input data
- raw data
- statistical methods
- measured data
- subject specific
- mathematical model
- database
- probability distribution
- data analysis
- probabilistic model
- training data
- test data
- computational model
- end users
- computer systems
- database systems
- objective function
- machine learning
- predictive model
- empirical data
- discrete data
- expert knowledge
- original data
- data mining
- high quality
- network structure
- management system
- statistical model
- parameter estimation
- em algorithm
- data points
- knowledge discovery