Robust And Scalable Learning Of Complex Dataset Topologies Via Elpigraph

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Robust And Scalable Learning Of Complex Dataset Topologies Via Elpigraph

20 April 2018

Evgeny M. Mirkes

Alexander N. Gorban

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Papers citing "Robust And Scalable Learning Of Complex Dataset Topologies Via Elpigraph"

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Title
Rosenblatt's first theorem and frugality of deep learning Alexander Kirdin Sergey V. Sidorov N. Zolotykh 29 3 0 29 Aug 2022
Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data Evgeny M Mirkes Jonathan Bac Aziz Fouché Sergey V. Stasenko A. Zinovyev Alexander N. Gorban OOD 49 15 0 28 Aug 2022
Scikit-dimension: a Python package for intrinsic dimension estimation Jonathan Bac Evgeny M. Mirkes Alexander N. Gorban I. Tyukin A. Zinovyev 98 84 0 06 Sep 2021
High-dimensional separability for one- and few-shot learning Alexander N. Gorban Bogdan Grechuk Evgeny M. Mirkes Sergey V. Stasenko I. Tyukin DRL 85 23 0 28 Jun 2021
Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data S. E. Golovenkin Jonathan Bac A. Chervov Evgeny M. Mirkes Y. Orlova E. Barillot A. Gorban A. Zinovyev 55 42 0 07 Jul 2020