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Papers matching “Bayesian parameter estimation” 19

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Parameter-efficient Bayesian Neural Networks for Uncertainty-aware Depth Estimation
2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Richard D. Paul, Alessio Quercia, Vincent Fortuin, Katharina Nöh, Hanno Scharr

0

citations
Experimental Bayesian Calibration of Trapped-Ion Entangling Operations
2022 PRX Quantum article Computer Science Quantum Information and Cryptography Open access

Lukas Gerster, Fernando Martínez-García, Pavel Hrmo, Martin W. van Mourik, Benjamin Wilhelm, Davide Vodola, +4 more

22

citations
Meta-Learning Conjugate Priors for Few-Shot Bayesian Optimization
2021 arXiv (Cornell University) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Ruduan Benjamin Franklin Plug

0

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
Bayesian calibration, process modeling and uncertainty quantification in biotechnology
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access

Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges

4

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
Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling
2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Marie Anastacio, Holger H. Hoos

5

citations
Tabular: Probabilistic Inference from the Spreadsheet
2020 Cambridge University Press eBooks book-chapter Computer Science Bayesian Modeling and Causal Inference

Andrew D. Gordon, Claudio V. Russo, Marcin Szymczak, Johannes Borgström, Thore Graepel, Daniel Tarlow

0

citations
Combining sequential model-based algorithm configuration with default-guided probabilistic sampling
2020 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Marie Anastacio, Holger H. Hoos

2

citations
When AI Bends Metal: AI-Assisted Optimization of Design Parameters in Sheet Metal Forming
2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Ahmad Tarraf, Koutaiba El Rifai Kassem-Manthey, Philipp Martin, Lukas Moj, Semih Burak, Christian Terboven, +1 more

1

citations
LSTM-based Inverse Dynamics Learning for Franka Emika Robot
2024 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Computer Science Reinforcement Learning in Robotics

Jan-Niklas Schneider, Leon Gorißen, Thomas Käster, Philipp Walderich, Christian Hinke

1

citations
Mixture distributions as exponential families
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Bayesian Methods and Mixture Models Open access

Zhe Su

0

citations
Nicht-parametrische Schätzung von Kundensegmenten mit Paneldaten
2021 RWTH Publications (RWTH Aachen) dissertation Computer Science Bayesian Methods and Mixture Models Open access

Johannes Ferdinand Jörg

1

citations
Room acoustic measurement and decay analysis data of the St. Nicholas Chapel, Aachen Cathedral
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Speech and Audio Processing Open access

Martin Zerwas, Selin Kayku

0

citations
Room acoustic measurement and decay analysis data of the St. Nicholas Chapel, Aachen Cathedral
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Speech and Audio Processing Open access

Martin Zerwas, Selin Kayku

0

citations
Room acoustic measurement and decay analysis data of the St. Nicholas Chapel, Aachen Cathedral
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Speech and Audio Processing Open access

Martin Zerwas, Selin Kayku

0

citations
Kernel conditional tests from learning-theoretic bounds
2025 neural information processing systems conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

Pierre-François Massiani, Christian Fiedler, Lukas Haverbeck, Friedrich Solowjow, Sebastian Trimpe

0

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
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, Qiang Yang, Li Tian, Fanghong Zhang, Yu Ren, Yinhao Li, +1 more

2

citations

19 results