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All publications by Blaine Nelson
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Poisoning Attacks against Support Vector Machines
Battista Biggio, Blaine Nelson and Pavel Laskov
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Near-Optimal Evasion of Convex-Inducing Classifiers
Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Steven J. Lee, Satish Rao, Anthony Tran, J. D. Tygar and Benjamin I. Rubinstein
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Revisiting probabilistic models for clustering with pair-wise constraints
Blaine Nelson and Ira Cohen
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007