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Alexander N. Gorban

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What is Hiding in Medicine's Dark Matter? Learning with Missing Data in Medical Practices

Feb 09, 2024
Neslihan Suzen, Evgeny M. Mirkes, Damian Roland, Jeremy Levesley, Alexander N. Gorban, Tim J. Coats

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Weakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees

Feb 06, 2024
Ivan Y. Tyukin, Tatiana Tyukina, Daniel van Helden, Zedong Zheng, Evgeny M. Mirkes, Oliver J. Sutton, Qinghua Zhou, Alexander N. Gorban, Penelope Allison

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Exploring the impact of social stress on the adaptive dynamics of COVID-19: Typing the behavior of naïve populations faced with epidemics

Nov 23, 2023
Innokentiy Kastalskiy, Andrei Zinovyev, Evgeny Mirkes, Victor Kazantsev, Alexander N. Gorban

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The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning

Sep 13, 2023
Alexander Bastounis, Alexander N. Gorban, Anders C. Hansen, Desmond J. Higham, Danil Prokhorov, Oliver Sutton, Ivan Y. Tyukin, Qinghua Zhou

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How adversarial attacks can disrupt seemingly stable accurate classifiers

Sep 07, 2023
Oliver J. Sutton, Qinghua Zhou, Ivan Y. Tyukin, Alexander N. Gorban, Alexander Bastounis, Desmond J. Higham

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Towards a mathematical understanding of learning from few examples with nonlinear feature maps

Nov 07, 2022
Oliver J. Sutton, Alexander N. Gorban, Ivan Y. Tyukin

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Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data

Aug 28, 2022
Evgeny M Mirkes, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Zinovyev, Alexander N. Gorban

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An Informational Space Based Semantic Analysis for Scientific Texts

May 31, 2022
Neslihan Suzen, Alexander N. Gorban, Jeremy Levesley, Evgeny M. Mirkes

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Learning from few examples with nonlinear feature maps

Mar 31, 2022
Ivan Y. Tyukin, Oliver Sutton, Alexander N. Gorban

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