Investigating and Simplifying Masking-based Saliency Methods for Model Interpretability.
Jason PhangJungkyu ParkKrzysztof J. GerasPublished in: CoRR (2020)
Keyphrases
- probabilistic model
- management system
- computational model
- high level
- preprocessing
- significant improvement
- statistical methods
- mathematical model
- empirically derived
- data sets
- linear models
- monte carlo simulation
- qualitative and quantitative
- linear regression
- conceptual model
- statistical models
- experimental data
- markov random field
- statistical model
- parameter estimation
- em algorithm
- learning models
- objective function
- machine learning
- neural network