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Illia Horenko

Towards Generalized Entropic Sparsification for Convolutional Neural Networks

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Apr 06, 2024
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Gauge-optimal approximate learning for small data classification problems

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Oct 29, 2023
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On existence, uniqueness and scalability of adversarial robustness measures for AI classifiers

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Oct 19, 2023
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Linearly-scalable learning of smooth low-dimensional patterns with permutation-aided entropic dimension reduction

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Jun 17, 2023
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Robust learning of data anomalies with analytically-solvable entropic outlier sparsification

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Dec 22, 2021
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On a scalable entropic breaching of the overfitting barrier in machine learning

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Feb 08, 2020
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