Bias-variance Decomposition in Machine Learning-based Side-channel Analysis.
Daan van der ValkStjepan PicekPublished in: IACR Cryptol. ePrint Arch. (2019)
Keyphrases
- machine learning
- bias variance decomposition
- machine learning methods
- bias variance
- learning algorithm
- machine learning algorithms
- text mining
- trade off
- decision trees
- text classification
- learning tasks
- variance reduction
- knowledge acquisition
- kernel methods
- supervised learning
- genetic programming
- knn
- benchmark datasets
- active learning
- inductive logic programming