Artificial Intelligence | Computational Science | Decision Making Reinforcement learning for decision-making under deep uncertainty. May 4, 2024
Molecular Machine Learning Relationship between prediction accuracy and uncertainty in compound potency prediction using deep neural networks and control models. March 20, 2024
Other Approximating the uncertainty of deep learning reconstruction predictions in single-pixel imaging. March 11, 2024
Artificial Intelligence | Computer Vision Informative Data Selection With Uncertainty for Multimodal Object Detection. May 24, 2023
Radiology Patient-specific uncertainty and bias quantification of non-transparent convolutional neural network model through knowledge distillation and Bayesian deep learning. April 17, 2023
Artificial Intelligence | Human-Robot Collaboration | Robotics Human-Aware Collaborative Robots in the Wild: Coping with Uncertainty in Activity Recognition. April 13, 2023
oceanography | Signal Processing Interpretable deep dictionary learning for sound speed profiles with uncertainties. March 1, 2023
Clinical Decision Making | Machine Learning | Medical Informatics Uncertainty, Evidence, and the Integration of Machine Learning into Medical Practice. January 11, 2023
Chemistry | Drug design Learning with uncertainty to accelerate the discovery of histone lysine-specific demethylase 1A (KDM1A/LSD1) inhibitors. December 27, 2022
Oncology | Pathology Uncertainty-informed deep learning models enable high-confidence predictions for digital histopathology. November 5, 2022
Clinical | Healthcare Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series. December 7, 2020