1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Kernel Alignment for Unsupervised Feature Selection via Matrix Factorization
Ziyuan Lin, Deanna Needell
By removing irrelevant and redundant features, feature selection aims to find a good representation of the original features. With the prevalence of unlabeled data, unsupervised fe…
cs.CG2016
Peacock Bundles: Bundle Coloring for Graphs with Globality-Locality Trade-off
Jaakko Peltonen, Ziyuan Lin
Bundling of graph edges (node-to-node connections) is a common technique to enhance visibility of overall trends in the edge structure of a large graph layout, and a large variety…
stat.ML2015
An Information Retrieval Approach to Finding Dependent Subspaces of Multiple Views
Ziyuan Lin, Jaakko Peltonen
Finding relationships between multiple views of data is essential both for exploratory analysis and as pre-processing for predictive tasks. A prominent approach is to apply variant…