Algebraic machine learning: emphasis on efficiency

DOI10.1134/S0005117922060029zbMath1496.68283OpenAlexW4283820626MaRDI QIDQ2171721

D. V. Vinogradov

Publication date: 9 September 2022

Published in: Automation and Remote Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s0005117922060029

zbMATH Keywords

latticecomputational complexityprobabilistic algorithmmachine learningoverfitting

Mathematics Subject Classification ID

Analysis of algorithms and problem complexity (68Q25) Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Probably approximately correct learning of Horn envelopes from queries
• From equivalence queries to PAC learning: the case of implication theories
• A theory of the learnable
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