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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
0citations -
ManiVault: A Flexible and Extensible Visual Analytics Framework for High-Dimensional Data2023 IEEE Transactions on Visualization and Computer Graphics article Computer Science Data Visualization and Analytics Open access
Alexander Vieth, Thomas Kroes, Julian Thijssen, Baldur van Lew, Jeroen Eggermont, Soumyadeep Basu, +4 more
10citations -
SCHNEL: scalable clustering of high dimensional single-cell data2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz
9citations -
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
0citations -
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 -
High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling2026 npj Computational Materials article Materials Science Machine Learning in Materials Science Open access
Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi
0citations -
High-dimensional single-cell analysis of human natural killer cell heterogeneity2024 Nature Immunology article Immunology and Microbiology Immune Cell Function and Interaction Open access
Lucas Rebuffet, Janine E. Melsen, Bertrand Escalière, Daniela Basurto-Lozada, Avinash Bhandoola, Niklas K. Björkström, +21 more
278citations -
High-Dimensional Mass Cytometry Reveals Emphysema-associated Changes in the Pulmonary Immune System2024 American Journal of Respiratory and Critical Care Medicine article Medicine Chronic Obstructive Pulmonary Disease (COPD) Research Open access
Jia Li, Na Li, Tamim Abdelaal, Nannan Guo, Marieke E. IJsselstein, Vincent van Unen, +8 more
14citations -
qCLUE: a quantum clustering algorithm for multi-dimensional datasets2024 Frontiers in Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
Dhruv Gopalakrishnan, Luca Dellantonio, Antonio Di Pilato, W. Redjeb, Felice Pantaleo, Michele Mosca
3citations