Assessing the Adversarial Robustness of Monte Carlo and Distillation Methods for Deep Bayesian Neural Network Classification.
Meet P. VaderaSatya Narayan ShuklaBrian JalaianBenjamin M. MarlinPublished in: CoRR (2020)
Keyphrases
- monte carlo
- monte carlo methods
- neural network
- monte carlo simulation
- monte carlo method
- cross validation
- matrix inversion
- computational cost
- importance sampling
- density estimation
- adaptive sampling
- optimal strategy
- posterior distribution
- markov chain
- text classification
- supervised learning
- decision trees
- feature selection
- machine learning