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M. A. Davenport, R. G. Baraniuk and C. D. Scott,"Learning minimum volume sets with support vector machines," in IEEE Workshop on Machine Learning for Signal Processing (MLSP),, pp. 301-306.
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M. A. Davenport, R. G. Baraniuk and C. D. Scott,"Controlling False Alarms with Support Vector Machines," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),, pp. V-589 - V-592.
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M. A. Davenport, M. B. Wakin, M. F. Duarte and R. G. Baraniuk,"Sparse Signal Detection from Incoherent Projections," in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),, pp. III-305 - III-308.
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M. A. Davenport, "The 2nu-SVM: A Cost-Sensitive Extension of the nu-SVM," Rice University ECE Technical Report, no. TREE 0504, 2005.