Supervised learning of arithmetic invariants
Oliver, T. 2023. Supervised learning of arithmetic invariants. in: Yang-Hui He (ed.) Machine Learning in Pure Mathematics and Theoretical Physics World Scientific Publishing. pp. 331-363
Oliver, T. 2023. Supervised learning of arithmetic invariants. in: Yang-Hui He (ed.) Machine Learning in Pure Mathematics and Theoretical Physics World Scientific Publishing. pp. 331-363
Chapter title | Supervised learning of arithmetic invariants |
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Authors | Oliver, T. |
Editors | Yang-Hui He |
Abstract | We survey some recent implementations of supervised learning techniques on large sets of arithmetic data. As part of our methodological review, we perform some rudimentary statistical learning algorithms by hand on simplified problems. We incorporate a self-contained number-theoretic background which places a significant emphasis on conjectures and examples relevant to the machine learning context. |
Book title | Machine Learning in Pure Mathematics and Theoretical Physics |
Page range | 331-363 |
Year | 2023 |
Publisher | World Scientific Publishing |
Publication dates | |
Published | Jul 2023 |
ISBN | 9781800613690 |
9781800613713 | |
9781800613706 | |
Digital Object Identifier (DOI) | https://doi.org/10.1142/9781800613706_0009 |
Web address (URL) | https://www.worldscientific.com/doi/10.1142/9781800613706_0009 |