Showing 1–20 of 39 results
/ Date/ Name
Jan 13, 2023A Rigorous Uncertainty-Aware Quantification Framework Is Essential for Reproducible and Replicable Machine Learning WorkflowsOct 7, 2020Quantifying the multi-objective cost of uncertaintyJul 12, 2020Optimal Experimental Design for Uncertain Systems Based on Coupled Differential EquationsMar 26, 2021Geometric Affinity Propagation for Clustering with Network KnowledgeJun 1, 2022Sequential Bayesian Neural Subnetwork EnsemblesFeb 7, 2024Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantificationJul 17, 2023Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway KnowledgeApr 13, 2026Structured State-Space Regularization for Compact and Generation-Friendly Image TokenizationAug 24, 2024Understanding Uncertainty-based Active Learning Under Model MismatchSep 12, 2023Identifying Bayesian Optimal Experiments for Uncertain Biochemical Pathway ModelsMay 23, 2025C-LoRA: Contextual Low-Rank Adaptation for Uncertainty Estimation in Large Language ModelsFeb 10, 2025Uncertainty-Aware Adaptation of Large Language Models for Protein-Protein Interaction AnalysisSep 8, 2019Autism spectrum disorder: a neuro-immunometabolic hypothesis of the developmental originsSep 5, 2021Robust Importance Sampling for Error Estimation in the Context of Optimal Bayesian Transfer LearningMay 31, 2024Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational AutoencodersApr 30, 2024Leveraging Active Subspaces to Capture Epistemic Model Uncertainty in Deep Generative Models for Molecular DesignSep 25, 2024Implicit Neural Representations for Simultaneous Reduction and Continuous Reconstruction of Multi-Altitude Climate DataNov 18, 2024Variable Rate Neural Compression for Sparse Detector DataNov 11, 2024LoRA-BERT: a Natural Language Processing Model for Robust and Accurate Prediction of long non-coding RNAsFeb 5, 2026Characterizing Quantum Error Correction Performance of Radiation-induced Errors