Evaluations and Methods for Explanation through Robustness Analysis.
Cheng-Yu HsiehChih-Kuan YehXuanqing LiuPradeep Kumar RavikumarSeungyeon KimSanjiv KumarCho-Jui HsiehPublished in: ICLR (2021)
Keyphrases
- quantitative analysis
- machine learning methods
- preprocessing
- real time
- optimization methods
- high dimensional data
- three dimensional
- feature selection
- multi agent
- pairwise
- significant improvement
- model selection
- empirical studies
- statistical analysis
- benchmark datasets
- cross validation
- computationally expensive
- qualitative and quantitative
- data sets
- database