On the Consistency of Quick Shift
–Neural Information Processing Systems
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.
Neural Information Processing Systems
Dec-31-2017