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Papers matching “Bayesian learning” 39

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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
Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools
2024 Nature Methods article Computer Science Human Pose and Action Recognition Open access

Dan Biderman, Matthew R Whiteway, Cole Hurwitz, Nicholas Greenspan, Ankit Vishnubhotla, Richard A. Warren, +87 more

87

citations
Fast and robust Bayesian inference using Gaussian processes with GPry
2023 Journal of Cosmology and Astroparticle Physics article Computer Science Gaussian Processes and Bayesian Inference Open access

Jonas El Gammal, Nils Schöneberg, Jesús Torrado, Christian Fidler

21

citations
Predictive Coding Networks and Inference Learning: Tutorial and Survey
2026 ACM Computing Surveys article Computer Science Neural Networks and Applications Open access

Björn van Zwol, Ro Jefferson, Egon L. van den Broek

1

citations
Gaussian Process Panel Modeling—Machine Learning Inspired Analysis of Longitudinal Panel Data
2020 Frontiers in Psychology article Computer Science Gaussian Processes and Bayesian Inference Open access

Julian David Karch, Andreas M. Brandmaier, Manuel C. Voelkle

19

citations
Robot Learning With Crash Constraints
2021 IEEE Robotics and Automation Letters article Computer Science Reinforcement Learning in Robotics Open access

24

citations
Robot Learning With Crash Constraints
2021 RWTH Publications (RWTH Aachen) article Computer Science Reinforcement Learning in Robotics

Alonso Marco, Dominik Baumann, Majid Khadiv, Philipp Hennig, Ludovic Righetti

19

citations
Applying federated learning to combat food fraud in food supply chains
2023 npj Science of Food article Computer Science Privacy-Preserving Technologies in Data Open access

Anand Gavai, Yamine Bouzembrak, Wenjuan Mu, Frank Joseph Martin, Rajaram Kaliyaperumal, Johan van Soest, +4 more

36

citations
Data variability in neural network Bayesian inference
2025 Physical Review Research article Computer Science Gaussian Processes and Bayesian Inference Open access

0

citations
Learning with the Minimum Description Length Principle
2025 Journal of the American Statistical Association article Computer Science Computability, Logic, AI Algorithms

Peter Grünwald

0

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
Machine Learning as a Novel Method to Support Therapeutic Drug Management and Precision Dosing
2021 Clinical Pharmacology & Therapeutics article Computer Science Machine Learning in Healthcare Open access

Teun van Gelder, Alexander A. T. M. M. Vinks

25

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
Deep learning of causal structures in high dimensions under data limitations
2023 Nature Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

65

citations
Bayesian neural architecture search using a training-free performance metric
2021 Applied Soft Computing article Computer Science Machine Learning and Data Classification Open access

Andrés Camero, Hao Wang, Enrique Alba, Thomas Bäck

24

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
Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support
2022 IEEE Transactions on Visualization and Computer Graphics article Computer Science Bayesian Modeling and Causal Inference Open access

Juliane Müller, Seyedbehnam Beladi, Stephanie Vrede, Monique Meuschke, Peter Lucas, Johanna M. A. Pijnenborg, +1 more

7

citations
Bayesian Generative Modelling of Student Results in Course Networks
2023 Journal of Learning Analytics article Computer Science Online Learning and Analytics Open access

M. Haas, Colin C. Caprani, Benji Van Beurden

2

citations
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
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
AutoML Loss Landscapes
2022 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Machine Learning and Data Classification cited by 1 patent

Yasha Pushak, Holger H. Hoos

16

citations
An Efficient Contesting Procedure for AutoML Optimization
2022 IEEE Access article Computer Science Machine Learning and Data Classification Open access

Duc Anh Nguyen, Anna V. Kononova, Stefan Menzel, Bernhard Sendhoff, Thomas Bäck

11

citations
To be greedy, or not to be — That is the question for Population Based Training variants
2025 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands article Computer Science Machine Learning and Data Classification Open access

A. Chebykin, T. (Tanja) Alderliesten, P.A.N. (Peter) Bosman

0

citations
Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym
2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud

10

citations
Optimizing Non-Isothermal Glass Molding Processes: Methodology and Comparative Analysis of Sequential and Non-Sequential Approaches
2025 Procedia CIRP article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Hendrik Mende, Lars Leyendecker, Kashyap Upadhyay, Dennis Grunert, Robert Heinrich Schmitt

1

citations