Browse by Author "Har-Peled, Sariel"

  • Agarwal, Shivani; Graepel, Thore; Herbrich, Ralf; Har-Peled, Sariel; Roth, Dan (2004-05)
    We study generalization properties of the area under an ROC curve (AUC), a quantity that has been advocated as an evaluation criterion for bipartite ranking problems. The AUC is a different and more complex term than the ...

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  • Har-Peled, Sariel; Roth, Dan; Zimak, Dav A. (2006-10)
    We study the problem of learning large margin halfspaces in various settings using coresets and show that coresets are a widely applicable tool for large margin learning. A large margin coreset is a subset of the input ...

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