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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, 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, "Minimax support vector machines," IEEE Workshop on Statistical Signal Processing (SSP), 2007.
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C. D. Scott and M. A. Davenport, "Regression level set estimation via cost-sensitive classification," IEEE Transactions on Signal Processing, vol. 55, no. 6, pp. 2752-2757, 2007.
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C. D. Scott, R. G. Baraniuk and M. A. Davenport, "Tuning support vector machines for minimax and Neyman-Pearson classification," Rice University ECE Technical Report, no. TREE 0804, 2008.