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Symbolic Regression

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

Papers

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Showing 111–120 of 418 papers

TitleStatusHype
Enhancing Symbolic Regression with Quality-Diversity and Physics-Inspired ConstraintsCode0
Parsing the Language of Expression: Enhancing Symbolic Regression with Domain-Aware Symbolic Priors—0
Reinforcement Learning Based Symbolic Regression for Load Modeling—0
Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)—0
Estimation of total body fat using symbolic regression and evolutionary algorithms—0
ExAMPC: the Data-Driven Explainable and Approximate NMPC with Physical Insights—0
Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection—0
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression NetworksCode0
seqKAN: Sequence processing with Kolmogorov-Arnold NetworksCode0
From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning—0
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