CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection.
Hanshu YanJingfeng ZhangGang NiuJiashi FengVincent Y. F. TanMasashi SugiyamaPublished in: ICML (2021)
Keyphrases
- cellular networks
- feature selection
- wireless networks
- feature extraction
- text categorization
- relative importance
- feature selection algorithms
- support vector
- classification accuracy
- selecting relevant features
- pairwise
- data sets
- feature weighting
- feature subset
- cellular neural networks
- text classification
- feature set
- high robustness
- irrelevant features
- gene expression data
- selected features
- multi channel
- microarray data
- mutual information
- machine learning
- data mining