MohamadAli Torkamani

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Previous analysis of binary support vector machines (SVMs) has demonstrated a deep connection between robustness to perturbations over uncertainty sets and regularization of the weights. In this paper, we explore the problem of learning robust models for structured prediction problems. We first formulate the problem of learning robust structural SVMs when(More)
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