2 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.ML2025
A PLS-Integrated LASSO Method with Application in Index Tracking
Shiqin Tang, Yining Dong, S. Joe Qin
In traditional multivariate data analysis, dimension reduction and regression have been treated as distinct endeavors. Established techniques such as principal component regression…
cs.LG2025
Deep Dynamic Probabilistic Canonical Correlation Analysis
Shiqin Tang, Shujian Yu, Yining Dong +1
This paper presents Deep Dynamic Probabilistic Canonical Correlation Analysis (D2PCCA), a model that integrates deep learning with probabilistic modeling to analyze nonlinear dynam…
stat.ML2021★ 2 cited
Low Rank Forecasting
Shane Barratt, Yining Dong, Stephen Boyd
We consider the problem of forecasting multiple values of the future of a vector time series, using some past values. This problem, and related ones such as one-step-ahead predicti…