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Symbolic Regression

producing a mathematical expression (symbolic expression) that fits a given tabular data.

Papers

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Showing 91–100 of 418 papers

TitleStatusHype
Interpretable Robotic Friction Learning via Symbolic Regression—0
On the definition and importance of interpretability in scientific machine learning—0
From Hand-Crafted Metrics to Evolved Training-Free Performance Predictors for Neural Architecture Search via Genetic Programming—0
Compression, Regularity, Randomness and Emergent Structure: Rethinking Physical Complexity in the Data-Driven Era—0
UniSymNet: A Unified Symbolic Network Guided by Transformer—0
Call for Action: towards the next generation of symbolic regression benchmark—0
Thinking Outside the Template with Modular GP-GOMEA—0
SA-GAT-SR: Self-Adaptable Graph Attention Networks with Symbolic Regression for high-fidelity material property predictionCode0
Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search—0
Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression—0
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