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Home/Authors/Nabeel Seedat

Nabeel Seedat

1 indexed paper

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Publications per year

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26

Top categories

ML×1AI×1

Frequent co-authors

Evgeny S. Saveliev1×
Samuel Holt1×
David L. Bentley1×
Jim Weatherall1×
Mihaela van der Schaar1×

Research Timeline

2026
Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback

The paper introduces Influence-Guided Symbolic Regression (IGSR), a novel framework that uses granular influence scores to guide LLMs in efficiently searching for and discovering complex mathematical equations from scientific data.

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Papers

cs.LGcs.AIRecentMay 27, 2026

Influence-Guided Symbolic Regression: Scientific Discovery via LLM-Driven Equation Search with Granular Feedback

Evgeny S. Saveliev, Samuel Holt, Nabeel Seedat, David L. Bentley +2 more

The paper introduces Influence-Guided Symbolic Regression (IGSR), a novel framework that uses granular influence scores to guide LLMs in efficiently searching for and discovering complex mathematical…

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