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Searched The ACM Guide to Computing Literature (3,775,278 records)|Limit your search to The ACM Full-Text Collection (761,990 records)
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- research-articleNovember 2014
Adversarial Active Learning
- Brad Miller,
- Alex Kantchelian,
- Sadia Afroz,
- Rekha Bachwani,
- Edwin Dauber,
- Ling Huang,
- Michael Carl Tschantz,
- Anthony D. Joseph,
- J.D. Tygar
AISec '14: Proceedings of the 2014 Workshop on Artificial Intelligent and Security WorkshopPages 3–14https://doi.org/10.1145/2666652.2666656Active learning is an area of machine learning examining strategies for allocation of finite resources, particularly human labeling efforts and to an extent feature extraction, in situations where available data exceeds available resources. In this open ...