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"NIPS Neural Information Processing Systems 8-11th December 2014, Montreal, Canada",,, "Paper ID:","157" "Title:","Object Localization based on Structural SVM using Privileged Information" Current Reviews First provide a summary of the paper, and then address the following criteria: Quality, clarity, originality and significance. The method is effective for the object localization task and results in good improvements in localization accuracy. It looks like the authors' formulation of SSVM+ contains separate slack variables \xi_i for each example x_i and there are extra degrees of freedom. How many alternating iterations are required? When the parameter vectors w and w^* are far from the optimal solution, could this alternating inference procedure get stuck in bad local minima?