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Symbolic Regression

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

Papers

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Showing 341–350 of 418 papers

TitleStatusHype
Symbolic regression outperforms other models for small data setsCode0
Zoetrope Genetic Programming for Regression—0
Symbolic regression for scientific discovery: an application to wind speed forecastingCode1
Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression—0
Learning Symbolic Expressions: Mixed-Integer Formulations, Cuts, and Heuristics—0
A Bayesian-Symbolic Approach to Learning and Reasoning for Intuitive Physics—0
Learning Symbolic Expressions via Gumbel-Max Equation Learner Networks—0
Probabilistic Grammars for Equation DiscoveryCode1
Conjecturing-Based Discovery of Patterns in DataCode1
Logic Guided Genetic Algorithms—0
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