On the Consistency of Quick Shift

NeurIPS 2017  ·  Heinrich Jiang ·

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. read more

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