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Can I read 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) on EtoBox?
2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) by Sarkar, Anindya (author);Sunder Raj, Anirudh (author);Sesha Iyengar, Raghu (author) is a nonfiction available to read on EtoBox.
What is 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA) about?
Exploring adversarial attacks and studying their effects on machine learning algorithms has been of interest to researchers. Deep neural networks working with time series data have received lesser interest compared to their image counterparts in this context. In a recent finding, it has been revealed that current state-of-the-art deep learning time series classifiers are vulnerable to adversarial attacks. In this paper, we introduce neural data augmentation techniques and show that classifier trained with such augmented data obtains state-of-theart classification accuracy as well as adversarial accuracy against Fast Gradient Sign Method (FGSM) and Basic Iterative Method (BIM) on various time series benchmarks.
Who reads 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Sarkar, Anindya (author);Sunder Raj, Anirudh (author);Sesha Iyengar, Raghu (author)
- Publisher
- IEEE
- Published
- 2020
- Language
- EN
- Category
- nonfiction