3 citations · 3 across the 2 of their papers we have counts for
3 papers
cs.LG2023
Skeleton Regression: A Graph-Based Approach to Estimation with Manifold Structure
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 with noises. Our approach first constructs a gra…
stat.ML2021★ 3 cited
Skeleton Clustering: Dimension-Free Density-based Clustering
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. To bypass t…
math.CA2018
On the translates of general dyadic systems on
Theresa C. Anderson, Bingyang Hu, Liwei Jiang +2
Many techniques in harmonic analysis use the fact that a continuous object can be written as a sum (or an intersection) of dyadic counterparts, as long as those counterparts belong…