Meaningful Data Sampling for a Faithful Local Explanation Method.
Peyman RasouliIngrid Chieh YuPublished in: IDEAL (1) (2019)
Keyphrases
- synthetic data
- data sets
- input data
- high accuracy
- prior knowledge
- test data
- data processing
- data analysis
- image data
- database
- statistical methods
- noisy data
- parameter space
- missing values
- original data
- prior information
- sampling strategy
- statistical analysis
- high quality
- preprocessing
- hypothesis tests
- data collection
- random samples
- machine learning
- sampling methods
- correlation analysis
- learning algorithm
- face recognition
- raw data
- cost function
- dynamic programming
- data sources
- missing data
- support vector machine
- clustering method
- training samples