Enhancing Robustness of On-Line Learning Models on Highly Noisy Data.
Zilong ZhaoRobert BirkeRui HanBogdan RobuSara BouchenakSonia Ben MokhtarLydia Y. ChenPublished in: IEEE Trans. Dependable Secur. Comput. (2021)
Keyphrases
- noisy data
- learning models
- machine learning
- learning algorithm
- loss function
- learning tasks
- semi supervised learning
- high dimensional
- machine learning algorithms
- learning problems
- training data
- missing data
- classification models
- concept classes
- input data
- missing values
- conditional random fields
- uniform distribution