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Disambiguation of "Horenko, Illia"

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On a scalable entropic breaching of the overfitting barrier in machine learning.

. CoRR, (2020)

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Illia Horenko

Christian Illian

Gerhard Illian

Illia Silin

Eckart Illian

 

Other publications of authors with the same name

Adaptive integration of molecular dynamics., and . J. Comput. Chem., 24 (15): 1921-1929 (2003)On a Scalable Entropic Breaching of the Overfitting Barrier for Small Data Problems in Machine Learning.. Neural Comput., 32 (8): 1563-1579 (2020)Towards a Computationally Tractable Maximum Entropy Principle for Nonstationary Financial Time Series., , and . SIAM J. Financial Math., 9 (4): 1249-1285 (2018)On existence, uniqueness and scalability of adversarial robustness measures for AI classifiers.. CoRR, (2023)Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Models., , and . CompLife, volume 4216 of Lecture Notes in Computer Science, page 74-85. Springer, (2006)Adaptive Approach for Modelling Variability in Pharmacokinetics., , and . CompLife, volume 4216 of Lecture Notes in Computer Science, page 194-204. Springer, (2006)Gauge-optimal approximate learning for small data classification problems., , , , and . CoRR, (2023)On a scalable entropic breaching of the overfitting barrier in machine learning.. CoRR, (2020)Hierarchical analysis of conformational dynamics in biomolecules: Transition networks of metastable states, , , and . The Journal of Chemical Physics, 126 (15): 155102 (2007)Structure-exploiting interior-point solver for high-dimensional entropy-sparsified regression learning., , , , , and . J. Comput. Sci., (2024)