6 citations · 10 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 4 cited
Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection
James Enouen, Yan Liu
There is currently a large gap in performance between the statistically rigorous methods like linear regression or additive splines and the powerful deep methods using neural netwo…
stat.ME2016★ 6 cited
Scalable Interpretable Multi-Response Regression via SEED
Mohammad Taha Bahadori, Zemin Zheng, Yan Liu +1
Sparse reduced-rank regression is an important tool to uncover meaningful dependence structure between large numbers of predictors and responses in many big data applications such…