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Alexander N. Gorban

Stealth edits for provably fixing or attacking large language models

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Jun 18, 2024
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What is Hiding in Medicine's Dark Matter? Learning with Missing Data in Medical Practices

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Feb 09, 2024
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Weakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees

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Feb 06, 2024
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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

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Nov 23, 2023
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The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning

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Sep 13, 2023
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How adversarial attacks can disrupt seemingly stable accurate classifiers

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Sep 07, 2023
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Towards a mathematical understanding of learning from few examples with nonlinear feature maps

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Nov 07, 2022
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Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data

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Aug 28, 2022
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An Informational Space Based Semantic Analysis for Scientific Texts

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May 31, 2022
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Learning from few examples with nonlinear feature maps

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Mar 31, 2022
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