Search Results for author: Zeyu Wei

Found 3 papers, 1 papers with code

Skeleton Regression: A Graph-Based Approach to Estimation with Manifold Structure

no code implementations19 Mar 2023 Zeyu Wei, Yen-Chi Chen

We introduce a new regression framework designed to deal with large-scale, complex data that lies around a low-dimensional manifold.

regression

Skeleton Clustering: Dimension-Free Density-based Clustering

2 code implementations21 Apr 2021 Zeyu Wei, Yen-Chi Chen

We introduce a density-based clustering method called skeleton clustering that can detect clusters in multivariate and even high-dimensional data with irregular shapes.

Clustering

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