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Ido Kaminer

5 accepted papers

2025

From Euler to AI: Unifying Formulas for Mathematical Constants

NeurIPS 2025poster

The constant $\large \pi$ has fascinated scholars throughout the centuries, inspiring numerous formulas for its evaluation, such as infinite sums and continued fractions. Despite their individual significance, many of the underlying connections among formulas remain unknown, missing unifying theorie…

Cited by 0SourceScholar
2025

The Ramanujan Library - Automated Discovery on the Hypergraph of Integer Relations

ICLR 2025poster

Fundamental mathematical constants appear in nearly every field of science, from physics to biology. Formulas that connect different constants often bring great insight by hinting at connections between previously disparate fields. Discoveries of such relations, however, have remained scarce events…

2024

Unsupervised Discovery of Formulas for Mathematical Constants

NeurIPS 2024poster

Ongoing efforts that span over decades show a rise of AI methods for accelerating scientific discovery, yet accelerating discovery in mathematics remains a persistent challenge for AI. Specifically, AI methods were not effective in creation of formulas for mathematical constants because each such fo…

2023

Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences

ICML 2023poster

The discovery of formulas involving mathematical constants such as $\pi$ and $e$ had a great impact on various fields of science and mathematics. However, such discoveries have remained scarce, relying on the intuition of mathematicians such as Ramanujan and Gauss. Recent efforts to automate such di…

Cited by 4SourcePDFScholar