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Papers matching “Bayesian uncertainty” 17

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Residual bayesian attention networks for uncertainty quantification in regression tasks
2025 Scientific Reports article Computer Science Gaussian Processes and Bayesian Inference Open access

Youliang Chen, Wencan Guan, Rafig Azzam

10

citations
Discovering uncertainty: Bayesian constitutive artificial neural networks
2024 Computer Methods in Applied Mechanics and Engineering article Computer Science Gaussian Processes and Bayesian Inference Open access

Kevin Linka, Gerhard A. Holzapfel, Ellen Kuhl

37

citations
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation
2024 The Journal of Machine Learning for Biomedical Imaging article Computer Science Medical Image Segmentation Techniques Open access

Prerak Mody, Nicolas F. Chaves-de-Plaza, Chinmay Rao, Eleftheria Astrenidou, Mischa de Ridder, Nienke Hoekstra, +2 more

2

citations
Can We Trust Bayesian Uncertainty Quantification from Gaussian Process Priors with Squared Exponential Covariance Kernel?
2021 SIAM/ASA Journal on Uncertainty Quantification article Computer Science Gaussian Processes and Bayesian Inference Open access

Amine Hadji, Botond Szabó

18

citations
Combining Bayesian and Evidential Uncertainty Quantification for Improved Bioactivity Modeling
2025 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Kajetan Schweighofer, Natalia Dyubankova, Gerard J. P. van Westen, Herman van Vlijmen

8

citations
A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization
2023 EBioMedicine article Computer Science Machine Learning in Healthcare Open access

Claudio Fanconi, Anne de Hond, Dylan Joseph Peterson, Angelo Capodici, Tina Hernandez‐Boussard

11

citations
Residual bayesian attention networks for uncertainty quantification in regression tasks
2025 Scientific Reports article Computer Science Gaussian Processes and Bayesian Inference Open access

0

citations
Uncertainty, probability and causality in hepatology
2026 npj gut and liver. article Computer Science Bayesian Modeling and Causal Inference Open access

Benjamin P. M. Laevens, F. P. Pijpers, Carolin V. Schneider

0

citations
Sparse Bayesian learning for label efficiency in cardiac real-time MRI
2025 Statistics and Computing article Computer Science Medical Image Segmentation Techniques Open access

Anja Bach, Achim Basermann, Darius A. Gerlach, Philipp Knechtges, Jens Tank, Raul F. Tempone, +1 more

0

citations
Data variability in neural network Bayesian inference
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Gaussian Processes and Bayesian Inference Open access

0

citations
Data variability in neural network Bayesian inference
2025 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Gaussian Processes and Bayesian Inference Open access

Michael Krämer

0

citations
Uncertainty Propagation in Deep Gaussian Process Networks
2025 Mathematical Geosciences article Computer Science Gaussian Processes and Bayesian Inference Open access

Ítalo Gomes Gonçalves, Florian Wellmann

7

citations
BayesMultiMode : Bayesian Mode Inference in R
2026 Journal of Statistical Software article Computer Science Bayesian Methods and Mixture Models Open access

Nalan Baştürk, Jamie L. Cross, Peter de Knijff, Lennart F. Hoogerheide, Paul Labonne, Herman K. van Dijk

0

citations
dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data
2026 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Adèle H. Ribeiro, Dominik Heider

2

citations
Inner approximations of coherent lower probabilities and their application to decision making problems
2023 Annals of Operations Research article Computer Science Bayesian Modeling and Causal Inference Open access

Enrique Miranda, Ignacio Montes, Andrés Presa

6

citations
V‐UNet: Medical Image Segmentation Based on Variational Attention Mechanism
2025 CAAI Transactions on Intelligence Technology article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

Yang Zhang, Li Tian, Fanghong Zhang, Yu Ren, Yinhao Li, Chuanyun Xu

2

citations
A compositional approach to probabilistic knowledge compilation
2021 International Journal of Approximate Reasoning article Computer Science Bayesian Modeling and Causal Inference Open access

Giso H. Dal, Alfons Laarman, Arjen Hommersom, Peter Lucas

6

citations

17 results