2 papers
stat.ME2026
Moment-Based Selection of Multiresponse Linear Mixed-Effects Models
Yifan Chen, Yuedong Wang, Guo Yu
We propose MOMENT (\textbf{MO}ment-Based \textbf{M}ixed-\textbf{E}ffects Selectio\textbf{N} and Es\textbf{T}imation), a stage-wise moment-based framework that exploits second-order…
stat.ML2025
Discriminative classification with generative features: bridging Naive Bayes and logistic regression
Zachary Terner, Alexander Petersen, Yuedong Wang
We introduce Smart Bayes, a new classification framework that bridges generative and discriminative modeling by integrating likelihood-ratio-based generative features into a logist…