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classification 1local pattern library 1physics-informed learning 1regression 1similarity-based prediction 1

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20242026
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cs.LG2026

From Classification to Regression: Using a Fruitfly to Solve Equations

Shady E. Ahmed, Panos Stinis

The paper proposes a regression method that treats prediction as a classification problem by storing a finite library of local input-output patterns and using similarity‑based weig…