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On the Consistency of Quick Shift
Heinrich Jiang

Wed Dec 06 06:30 PM -- 10:30 PM (PST) @ Pacific Ballroom #214 #None

Quick Shift is a popular mode-seeking and clustering algorithm. We present finite sample statistical consistency guarantees for Quick Shift on mode and cluster recovery under mild distributional assumptions. We then apply our results to construct a consistent modal regression algorithm.

Author Information

Heinrich Jiang (Google)