Engelhard, Matthew M.

6 publications

MLHC 2025 Balancing Interpretability and Flexibility in Modeling Diagnostic Trajectories with an Embedded Neural Hawkes Process Model Yuankang Zhao, Matthew M. Engelhard

MLHC 2025 Borrowing from the Future: Enhancing Early Risk Assessment Through Contrastive Learning Minghui Sun, Matthew M. Engelhard, Benjamin Goldstein

CHIL 2025 Predicting Partially Observed Long-Term Outcomes with Adversarial Positive-Unlabeled Domain Adaptation Mengying Yan, Meng Xia, Wei Angel Huang, Chuan Hong, Benjamin Goldstein, Matthew M. Engelhard

UAI 2024 Common Event Tethering to Improve Prediction of Rare Clinical Events Quinn Lanners, Qin Weng, Marie-Louise Meng, Matthew M. Engelhard

MLHC 2024 MALADE: Orchestration of LLM-Powered Agents with Retrieval Augmented Generation for Pharmacovigilance Jihye Choi, Nils Palumbo, Prasad Chalasani, Matthew M. Engelhard, Somesh Jha, Anivarya Kumar, David Page

NeurIPS 2024 On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models Boyao Li, Alexander J. Thomson, Houssam Nassif, Matthew M. Engelhard, David Page