Multiple Domain Causal Networks. - Tianhui Zhou; William E. Carson IV; Michael Hunter Klein; David E. Carlson (CoRR, 2022)

Domain Adaptation via Rebalanced Sub-domain Alignment. - Yiling Liu; Juncheng Dong; Ziyang Jiang; Ahmed Aloui; Keyu Li; Michael Hunter Klein; Vahid Tarokh; David E. Carlson (CoRR, 2023)

Causal Mediation Analysis with Multi-dimensional and Indirectly Observed Mediators. - Ziyang Jiang; Yiling Liu; Michael Hunter Klein; Ahmed Aloui; Yiman Ren; Keyu Li; Vahid Tarokh; David E. Carlson (CoRR, 2023)

Understanding and Robustifying Sub-domain Alignment for Domain Adaptation. - Yiling Liu; Juncheng Dong; Ziyang Jiang; Ahmed Aloui; Keyu Li; Michael Hunter Klein; Vahid Tarokh; David E. Carlson (Trans. Mach. Learn. Res., 2025)