Xiaohui Chen

activity

20182024

K

-means for clustering probability distributions

5 citations · 6 across the 3 of their papers we have counts for

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math.ST2018

Hanson-Wright inequality in Hilbert spaces with application to $K$ -means clustering for non-Euclidean data

Xiaohui Chen, Yun Yang

We derive a dimension-free Hanson-Wright inequality for quadratic forms of independent sub-gaussian random variables in a separable Hilbert space. Our inequality is an infinite-dim…

Hanson-Wright inequality in Hilbert spaces with application to K-means clustering for non-Euclidean data

Hanson-Wright inequality in Hilbert spaces with application to $K$ -means clustering for non-Euclidean data