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2020 – today
- 2023
[j6]Evgeny M. Mirkes
, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Yu. Zinovyev, Alexander N. Gorban:
Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data. Entropy 25(1): 33 (2023)- 2022
- [j5]Elise Amblard, Jonathan Bac, Alexander Chervov, Vassili Soumelis, Andrei Yu. Zinovyev:
Hubness reduction improves clustering and trajectory inference in single-cell transcriptomic data. Bioinform. 38(4): 1045-1051 (2022) - [c3]Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin:
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation. IJCNN 2022: 1-8 - [i6]Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin:
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation. CoRR abs/2203.16687 (2022) - [i5]Evgeny M. Mirkes, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Yu. Zinovyev, Alexander N. Gorban:
Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data. CoRR abs/2208.13290 (2022) - 2021
- [j4]Jonathan Bac, Evgeny M. Mirkes, Alexander N. Gorban, Ivan Tyukin, Andrei Yu. Zinovyev:
Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation. Entropy 23(10): 1368 (2021) - [i4]Jonathan Bac, Evgeny M. Mirkes, Alexander N. Gorban, Ivan Tyukin, Andrei Yu. Zinovyev:
Scikit-dimension: a Python package for intrinsic dimension estimation. CoRR abs/2109.02596 (2021) - 2020
- [j3]Luca Albergante, Evgeny M. Mirkes, Jonathan Bac, Huidong Chen, Alexis Martin, Louis Faure, Emmanuel Barillot, Luca Pinello, Alexander N. Gorban, Andrei Yu. Zinovyev:
Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph. Entropy 22(3): 296 (2020) - [j2]Alexander Chervov, Jonathan Bac, Andrei Yu. Zinovyev:
Minimum Spanning vs. Principal Trees for Structured Approximations of Multi-Dimensional Datasets. Entropy 22(11): 1274 (2020) - [c2]Jonathan Bac, Andrei Yu. Zinovyev:
Local intrinsic dimensionality estimators based on concentration of measure. IJCNN 2020: 1-8 - [i3]Jonathan Bac, Andrei Yu. Zinovyev:
Local intrinsic dimensionality estimators based on concentration of measure. CoRR abs/2001.11739 (2020) - [i2]Sergey E. Golovenkin, Jonathan Bac, Alexander Chervov, Evgeny M. Mirkes, Yuliya V. Orlova, Emmanuel Barillot, Alexander N. Gorban, Andrei Yu. Zinovyev:
Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data. CoRR abs/2007.03788 (2020)
2010 – 2019
- 2019
- [j1]Jonathan Bac, Andrei Yu. Zinovyev:
Lizard Brain: Tackling Locally Low-Dimensional Yet Globally Complex Organization of Multi-Dimensional Datasets. Frontiers Neurorobotics 13: 110 (2019) - [c1]Luca Albergante, Jonathan Bac, Andrei Yu. Zinovyev:
Estimating the effective dimension of large biological datasets using Fisher separability analysis. IJCNN 2019: 1-8 - [i1]Luca Albergante, Jonathan Bac, Andrei Yu. Zinovyev:
Estimating the effective dimension of large biological datasets using Fisher separability analysis. CoRR abs/1901.06328 (2019)
Coauthor Index
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