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High-dimensional, outcome-dependent missing data problems: Models for the human KIR loci2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Bayesian Inference Open access
Lars L. J. van der Burg, Hein Putter, Henning Baldauf, Jürgen Sauter, Johannes Schetelig, Liesbeth C. de Wreede, +1 more
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A Systematic Review of Tensor analysis models for high-dimensional computer vision tasks: Methods, Architectures, and Future Research DirectionsHigh-dimensional computer vision tasks such as hyperspectral imaging, video understanding, 3D reconstruction, a0citations
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Mini-Workshop: High-Dimensional Control Problems and Mean-Field Equations with Applications in Machine Learning2025 Oberwolfach Reports article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Giacomo Borghi, Elisa Iacomini, Mathias Oster, Chiara Segala
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A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications2025 Computer Physics Communications article Mathematics Markov Chains and Monte Carlo Methods Open access
Joshua G. Albert, Csaba Balázs, Andrew Fowlie, Will J. Handley, N. T. Hunt-Smith, Roberto Ruiz de Austri, +1 more
11citations -
Predictive AI in Clinical Pharmacology: A Call to Action to Develop Robust Benchmarking Practices2025 CPT Pharmacometrics & Systems Pharmacology article Medicine Artificial Intelligence in Healthcare and Education Open access
Ana Victoria Ponce Bobadilla, Dominic Stefan Bräm, Ali Farnoud, Holger Fröhlich, Alexander Janßen, Niklas Korsbo, +8 more
2citations -
Alternatives to default shrinkage methods can improve prediction accuracy, calibration, and coverage: A methods comparison study2025 Statistical Methods in Medical Research article Mathematics Statistical Methods and Inference Open access
Mark A. van de Wiel, Gwenaël G. R. Leday, Martijn W. Heymans, Erik W. van Zwet, Aeilko Having Zwinderman, Jeroen Hoogland
2citations -
Tackling vaccine hyporesponsiveness through global collaboration, diverse population studies, and data integration2025 The Lancet Microbe article Immunology and Microbiology Immune responses and vaccinations Open access
Abena Serwaa Amoah, Sélidji Todagbé Agnandji, Michel Bengtson, Jennifer A. Downs, Meral Esen, Jeevan Giddaluru, +18 more
4citations -
Surrogate-assisted Bayesian inference with ERT data for contaminant transport modelling in the subsurface2025 conference-abstract Earth and Planetary Sciences Geophysical and Geoelectrical Methods Open access
Maria Fernanda Morales Oreamuno, Nino Menzel, Sergey Oladyshkin, F M Wagner, Wolfgang Nowak
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Cyt‐Geist: Current and Future Challenges in Cytometry: Reports of the CYTO 2025 Conference Workshops2025 Cytometry Part A article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Paul K. Wallace, Evan R. Jellison, Sherry Thornton, Kathleen Kluepfel, Jessica B. Back, Thomas C. Beadnell, +82 more
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Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching2025 neural information processing systems conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Zhong Li, Qi Zhong Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Bas van Stein, +1 more
1citations