When Uncertainty-Based Active Learning May Fail? - Amir Hossein Rahmati; Mingzhou Fan; Ruida Zhou; Nathan M. Urban; Byung-Jun Yoon; Xiaoning Qian (ICPR (1), 2024)

Understanding Uncertainty-based Active Learning Under Model Mismatch. - Amir Hossein Rahmati; Mingzhou Fan; Ruida Zhou; Nathan M. Urban; Byung-Jun Yoon; Xiaoning Qian (CoRR, 2024)

C-LoRA: Contextual Low-Rank Adaptation for Uncertainty Estimation in Large Language Models. - Amir Hossein Rahmati; Sanket R. Jantre; Weifeng Zhang; Yucheng Wang; Byung-Jun Yoon; Nathan M. Urban; Xiaoning Qian (CoRR, 2025)

Cost-effective Reduced-Order Modeling via Bayesian Active Learning. - Amir Hossein Rahmati; Nathan M. Urban; Byung-Jun Yoon; Xiaoning Qian (CoRR, 2025)