Feng Yu

activity

20192024

most citedALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network

8 citations · 12 across the 6 of their papers we have counts for

collaborators

Showing 2024Show all

3 papers · 1 filter

stat.ME2024★ 1 cited

Fréchet Sufficient Dimension Reduction for Metric Space-Valued Data via Distance Covariance

Hsin-Hsiung Huang, Feng Yu, Kang Li +1

We propose a novel Fréchet sufficient dimension reduction (SDR) method based on kernel distance covariance, tailored for metric space-valued responses such as count data, probabili…

cs.CV2024

A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion

Feng Yu, Teng Zhang, Gilad Lerman

We present the subspace-constrained Tyler's estimator (STE) designed for recovering a low-dimensional subspace within a dataset that may be highly corrupted with outliers. STE is a…

stat.ME2024★ 2 cited

Robust Sufficient Dimension Reduction via $α$ -Distance Covariance

Hsin-Hsiung Huang, Feng Yu, Teng Zhang

We introduce a novel sufficient dimension-reduction (SDR) method which is robust against outliers using $α$ -distance covariance (dCov) in dimension-reduction problems. Under very m…

Fréchet Sufficient Dimension Reduction for Metric Space-Valued Data via Distance Covariance

A Subspace-Constrained Tyler's Estimator and its Applications to Structure from Motion

Robust Sufficient Dimension Reduction via α-Distance Covariance

Robust Sufficient Dimension Reduction via $α$ -Distance Covariance