Trusted Machine Learning: Model Repair and Data Repair for Probabilistic Models.
Shalini GhoshPatrick LincolnAshish TiwariXiaojin ZhuPublished in: AAAI Workshops (2017)
Keyphrases
- probabilistic model
- experimental data
- data analysis
- machine learning
- test data
- computational model
- data sets
- network structure
- statistical methods
- learning models
- input data
- mathematical model
- simulation data
- measured data
- data collection
- image data
- knowledge discovery
- data points
- prior knowledge
- data structure
- raw data
- database
- hidden variables
- probabilistic modeling
- synthetic data
- data processing
- probability distribution
- high dimensional data
- statistical analysis
- active learning
- prior information
- xml documents
- high dimensional
- empirical data
- decision trees
- learning algorithm
- data mining