Jonathan Bac

15 papers B 3Journal 12
YearRankTypeTitle / Venue / Authors
2023 J jnl
Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data.
Entropy
Evgeny M. Mirkes, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Yu. Zinovyev, Alexander N. Gorban
2022 J jnl
Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data.
CoRR
Evgeny M. Mirkes, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Yu. Zinovyev, Alexander N. Gorban
2022 J jnl
Hubness reduction improves clustering and trajectory inference in single-cell transcriptomic data.
Bioinform.
Elise Amblard, Jonathan Bac, Alexander Chervov, Vassili Soumelis, Andrei Yu. Zinovyev
2022 B conf
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation.
IJCNN
Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin
2022 J jnl
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation.
CoRR
Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin
2021 J jnl
Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation.
Entropy
Jonathan Bac, Evgeny M. Mirkes, Alexander N. Gorban, Ivan Tyukin, Andrei Yu. Zinovyev
2021 J jnl
Scikit-dimension: a Python package for intrinsic dimension estimation.
CoRR
Jonathan Bac, Evgeny M. Mirkes, Alexander N. Gorban, Ivan Tyukin, Andrei Yu. Zinovyev
2020 B conf
Local intrinsic dimensionality estimators based on concentration of measure.
IJCNN
Jonathan Bac, Andrei Yu. Zinovyev
2020 J jnl
Local intrinsic dimensionality estimators based on concentration of measure.
CoRR
Jonathan Bac, Andrei Yu. Zinovyev
2020 J jnl
Minimum Spanning vs. Principal Trees for Structured Approximations of Multi-Dimensional Datasets.
Entropy
Alexander Chervov, Jonathan Bac, Andrei Yu. Zinovyev
2020 J jnl
Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph.
Entropy
Luca Albergante, Evgeny M. Mirkes, Jonathan Bac, Huidong Chen, Alexis Martin, Louis Faure, Emmanuel Barillot, Luca Pinello, Alexander N. Gorban, Andrei Yu. Zinovyev
2020 J jnl
Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data.
CoRR
Sergey E. Golovenkin, Jonathan Bac, Alexander Chervov, Evgeny M. Mirkes, Yuliya V. Orlova, Emmanuel Barillot, Alexander N. Gorban, Andrei Yu. Zinovyev
2019 B conf
Estimating the effective dimension of large biological datasets using Fisher separability analysis.
IJCNN
Luca Albergante, Jonathan Bac, Andrei Yu. Zinovyev
2019 J jnl
Estimating the effective dimension of large biological datasets using Fisher separability analysis.
CoRR
Luca Albergante, Jonathan Bac, Andrei Yu. Zinovyev
2019 J jnl
Lizard Brain: Tackling Locally Low-Dimensional Yet Globally Complex Organization of Multi-Dimensional Datasets.
Frontiers Neurorobotics
Jonathan Bac, Andrei Yu. Zinovyev