Optimal and Private Learning from Human Response Data.
Duc NguyenAnderson Ye ZhangPublished in: AISTATS (2023)
Keyphrases
- prior knowledge
- data analysis
- sensor data
- learning systems
- learning algorithm
- training data
- human subjects
- synthetic data
- data structure
- data points
- raw data
- data sets
- missing data
- statistical analysis
- experimental data
- human experts
- original data
- learning process
- data quality
- probability distribution
- data sources
- data processing
- data collection
- computer systems
- training set
- database
- private data
- human knowledge
- domain experts
- online learning
- data mining techniques
- end users
- dynamic programming
- optimal solution
- reinforcement learning
- machine learning
- neural network