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COSMOS2020: Manifold learning to estimate physical parameters in large galaxy surveys2022 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
I. Davidzon, Keerthana Jegatheesan, Olivier Ilbert, S. de la Torre, S. K. Leslie, C. Laigle, +13 more
29citations -
Multi-target Weakly Supervised Regression Using Manifold Regularization and Wasserstein Metric2023 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms
Kirill Kalmutskiy, Lyailya Cherikbayeva, Alexander Litvinenko, Vladimir Berikov
0citations -
scTopoGAN: unsupervised manifold alignment of single-cell data2023 Bioinformatics Advances article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Akash Kumar Singh, Kirti Biharie, Marcel J. T. Reinders, Ahmed Essam Mahfouz, Tamim Abdelaal
6citations -
Predicting clinical drug response from model systems by non-linear subspace-based transfer learning2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access
Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more
9citations -
MO386: Visualising and Differentiating Kidney Disorders by Urinary Peptidomics Using a Machine Learning Approach2022 Nephrology Dialysis Transplantation conference-abstract Medicine Chronic Kidney Disease and Diabetes
Justyna Siwy, Emmmanouil Mavrogeorgis, Tianlin He, Harald Mischak, Harald Rupprecht, Joachim Beige
1citations -
Learning deep linear neural networks: Riemannian gradient flows and convergence to global minimizers2021 Information and Inference A Journal of the IMA article Computer Science Stochastic Gradient Optimization Techniques Open access
Bubacarr Bah, Holger Rauhut, Ulrich Terstiege, Michael Westdickenberg
29citations -
Perspectives of lignite post-mining landscapes under changing environmental conditions: what can we learn from a comparison between the Rhenish and Lusatian region in Germany?2023 Environmental Sciences Europe article Social Sciences Geology and Environmental Impact Studies Open access
Werner Gerwin, Thomas Raab, Klaus Birkhofer, Christoph Hinz, Peter Letmathe, Michael Leuchner, +5 more
62citations -
Prospects for sub-GeV astrophysical neutrino detection with IceCube2025 International Cosmic Ray Conference conference-paper Physics and Astronomy Neutrino Physics Research Open access
Per Arne Sevle Myhr, G. de Wasseige, M. Ackermann, Jenni Adams, Sanjib Kumar Agarwalla, Juanan Aguilar, +90 more
0citations