arXiv Open Access 2017

On the Consistency of Quick Shift

Heinrich Jiang

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Abstrak

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.

Topik & Kata Kunci

stat.ML cs.LG

Penulis (1)

Heinrich Jiang

Format Sitasi

APA MLA BibTeX

Jiang, H. (2017). On the Consistency of Quick Shift. https://arxiv.org/abs/1710.10646

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Informasi Jurnal

Tahun Terbit: 2017
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓