AIBullisharXiv – CS AI · 6h ago6/10
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Breaking the Simplification Bottleneck in Amortized Neural Symbolic Regression
Researchers introduce SimpliPy, a rule-based simplification engine that accelerates symbolic regression by 100x compared to SymPy, enabling the amortized neural symbolic regression method Flash-ANSR to match state-of-the-art genetic programming approaches while producing more concise expressions.