Comprehensively modeling heterogeneous symptom progression for Parkinson's disease subtyping. - Chang Su 002; Yu Hou; Jielin Xu; Matthew Brendel; Jacqueline R. M. A. Maasch; Zilong Bai; Yingying Zhu 003; Claire Henchcliffe; Feixiong Cheng; Fei Wang 001 (AMIA, 2022)

Regularized Data Programming with Bayesian Priors. - Jacqueline R. M. A. Maasch; Hao Zhang; Qian Yang; Fei Wang; Volodymyr Kuleshov (CoRR, 2022)

Hybrid Top-Down Global Causal Discovery with Local Search for Linear and Nonlinear Additive Noise Models. - Sujai Hiremath; Jacqueline R. M. A. Maasch; Mengxiao Gao; Promit Ghosal; Kyra Gan (NeurIPS, 2024)

Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs. - Jacqueline R. M. A. Maasch; Weishen Pan; Shantanu Gupta; Volodymyr Kuleshov; Kyra Gan; Fei Wang 001 (UAI, 2024)

Hybrid Global Causal Discovery with Local Search. - Sujai Hiremath; Jacqueline R. M. A. Maasch; Mengxiao Gao; Promit Ghosal; Kyra Gan (CoRR, 2024)

Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data. - Chang Su 002; Yu Hou; Jielin Xu; Zhenxing Xu; Manqi Zhou; Alison Ke; Haoyang Li 001; Jie Xu 012; Matthew Brendel; Jacqueline R. M. A. Maasch; Zilong Bai; Haotan Zhang; et al. (npj Digit. Medicine, 2024)

Local Causal Discovery for Structural Evidence of Direct Discrimination. - Jacqueline R. M. A. Maasch; Kyra Gan; Violet Chen; Agni Orfanoudaki; Nil-Jana Akpinar; Fei Wang 001 (AAAI, 2025)

Reasoning Elicitation in Language Models via Counterfactual Feedback. - Alihan Hüyük; Xinnuo Xu; Jacqueline R. M. A. Maasch; Aditya V. Nori; Javier González 002 (ICLR, 2025)

Compositional Causal Reasoning Evaluation in Language Models. - Jacqueline R. M. A. Maasch; Alihan Hüyük; Xinnuo Xu; Aditya V. Nori; Javier González 002 (CoRR, 2025)

Probabilistic Graphical Models: A Concise Tutorial. - Jacqueline R. M. A. Maasch; Willie Neiswanger; Stefano Ermon; Volodymyr Kuleshov (CoRR, 2025)

Extracting Post-Acute Sequelae of SARS-CoV-2 Infection Symptoms from Clinical Notes via Hybrid Natural Language Processing. - Zilong Bai; Zihan Xu; Cong Sun 004; Chengxi Zang; H. Timothy Bunnell; Catherine Sinfield; Jacqueline R. M. A. Maasch; Aaron Thomas Martinez; L. Charles Bailey; Mark G. Weiner; Thomas R. Campion Jr.; Thomas Carton; et al. (CoRR, 2025)