17 citations · 42 across the 10 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
stat.ME2023
Sparse Fréchet Sufficient Dimension Reduction with Graphical Structure Among Predictors
Jiaying Weng, Kai Tan, Cheng Wang +1
Fréchet regression has received considerable attention to model metric-space valued responses that are complex and non-Euclidean data, such as probability distributions and vectors…
stat.CO2023
HiQR: An efficient algorithm for high-dimensional quadratic regression with penalties
Cheng Wang, Haozhe Chen, Binyan Jiang
This paper investigates the efficient solution of penalized quadratic regressions in high-dimensional settings. A novel and efficient algorithm for ridge-penalized quadratic regres…