Emerson, D. B.

4 publications

TMLR 2026 Template-Based Probes Are Imperfect Lenses for Counterfactual Bias Evaluation in LLMs Farnaz Kohankhaki, D. B. Emerson, Jacob-Junqi Tian, Laleh Seyyed-Kalantari, Faiza Khan Khattak

NeurIPS 2025 Adaptive Latent-Space Constraints in Personalized Federated Learning Sana Ayromlou, D. B. Emerson

MLHC 2024 A Comprehensive View of Personalized Federated Learning on Heterogeneous Clinical Datasets Fatemeh Tavakoli, D. B. Emerson, Sana Ayromlou, John Taylor Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak

NeurIPSW 2024 Evaluating RAG System Performance: The Impact of Knowledge Cut-Off and Fine-Tuning Omkar Dige, John Willes, D. B. Emerson