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Papers matching “decision uncertainty” 19

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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
An Oracle-Guided Approach to Constrained Policy Synthesis Under Uncertainty
2025 Journal of Artificial Intelligence Research article Computer Science Formal Methods in Verification Open access

Roman Andriushchenko, Milan Češka, Filip Macák, Sebastian Junges, Joost-Pieter Katoen

5

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
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
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
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
Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI
2026 Information Systems Frontiers article Computer Science Explainable Artificial Intelligence (XAI) Open access

Mustafa Çavuş, Jan N. van Rijn, Przemysław Biecek

0

citations
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations
2022 Journal of Global Optimization article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Bhupinder Singh Saini, Michael Emmerich, Atanu Mazumdar, Bekir Afşar, Babooshka Shavazipour, Kaisa Miettinen

5

citations
Search and explore: symbiotic policy synthesis in POMDPs
2026 Formal Methods in System Design article Computer Science Formal Methods in Verification Open access

Roman Andriushchenko, Alexander Bork, Milan Češka, Sebastian Junges, Joost-Pieter Katoen, Filip Macák

1

citations
Model-based Reinforcement Learning: A Survey
2023 Foundations and Trends® in Machine Learning article Computer Science Reinforcement Learning in Robotics Open access cited by 2 patents

Thomas M. Moerland, Joost Broekens, Aske Plaat, Catholijn M. Jonker

530

citations
BSAC-CoEx: Coexistence of URLLC and Distributed Learning Services via Device Selection
2025 IEEE Transactions on Network and Service Management article Computer Science IoT and Edge/Fog Computing Open access

Milad Ganjalizadeh, Hossein Shokri‐Ghadikolaei, Denız Gündüz, Marina Petrova

3

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
MiniFool: Physics-Constraint-Aware Minimizer-Based Adversarial Attacks in Deep Neural Networks
2026 The European Physical Journal C article Computer Science Adversarial Robustness in Machine Learning Open access

Lucie Flek, Oliver Janik, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, +4 more

0

citations
Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma
2023 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent

Julien Caldéraro, Narmin Ghaffari Laleh, Qinghe Zeng, Pascale Maillé, Loëtitia Favre, Anaïs Pujals, +79 more

85

citations
The revised practitioner’s guide to MDP model checking algorithms
2026 International Journal on Software Tools for Technology Transfer article Computer Science Formal Methods in Verification Open access

Arnd Hartmanns, Sebastian Junges, Tim Quatmann, Maximilian Weininger

1

citations
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis
2026 IEEE Journal of Selected Topics in Signal Processing article Computer Science Machine Learning and Algorithms Open access

Cédric Jung, Shirin Salehi, Anke Schmeink

0

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
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection
2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access

Bach Phan Tat, Kris Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelmana

0

citations
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection
2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access

Bach Phan Tat, Kevin Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelman

0

citations

19 results