Discretizing Logged Interaction Data Biases Learning for Decision-Making.
Peter SchulamSuchi SariaPublished in: CoRR (2018)
Keyphrases
- decision making
- data sets
- learning process
- machine learning
- prior knowledge
- data processing
- data points
- data mining techniques
- learning models
- original data
- background knowledge
- data collection
- knowledge acquisition
- online learning
- data sources
- data structure
- training data
- hidden variables
- databases
- database
- reinforcement learning
- high dimensional data
- synthetic data
- learning algorithm
- numerical data
- data quality
- noisy data
- data mining
- raw data
- data distribution
- experimental data
- human computer interaction
- decision trees
- image data
- knowledge discovery
- data analysis