Warm Starting Bandits with Side Information from Confounded Data.
Nihal SharmaSoumya BasuKarthikeyan ShanmugamSanjay ShakkottaiPublished in: CoRR (2020)
Keyphrases
- raw data
- complex data
- historical data
- prior knowledge
- collected data
- information sources
- data structure
- data analysis
- data sets
- synthetic data
- missing information
- high quality
- external data
- huge amounts
- information services
- web data
- prior information
- database
- enormous amounts
- sensor data
- domain experts
- metadata
- stored data
- data sources
- end users
- probability distribution
- private information
- image data
- data processing
- data collection
- computer systems
- structural information
- temporal information
- background knowledge
- data mining techniques
- information loss
- heterogeneous data
- statistical analysis
- digital data
- training data