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Synthetic Data and Generative AI
book

Synthetic Data and Generative AI

by Vincent Granville
January 2024
Intermediate to advanced
408 pages
13h 21m
English
Morgan Kaufmann
Content preview from Synthetic Data and Generative AI

Chapter 17: Synthetizing multiplicative functions in number theory

New perspective on the Riemann Hypothesis

Abstract

Machine learning relies on mathematics to solve real-life problems. But what if you switched the roles and relied on machine learning to solve or at least explore pure mathematical problems? This is the subject of experimental mathematics. Over the years, I made considerable progress tackling famous conjectures using this approach. In addition, I leveraged mathematical objects such as functions or numbers, to build infinite synthetic data sets with an infinite number of features, to test and benchmark new machine learning techniques, and to produce new types of animated data videos. Here I share the culmination of this research, ...

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Publisher Resources

ISBN: 9780443218569