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Symbolic Regression

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

Papers

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Showing 376–400 of 418 papers

TitleStatusHype
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems—0
Failed Disruption Propagation in Integer Genetic Programming—0
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations—0
Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search—0
From Hand-Crafted Metrics to Evolved Training-Free Performance Predictors for Neural Architecture Search via Genetic Programming—0
From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning—0
Generalizability of Functional Forms for Interatomic Potential Models Discovered by Symbolic Regression—0
Generalizing the SINDy approach with nested neural networks—0
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming—0
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning—0
Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations—0
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks—0
Globally Optimal Symbolic Regression—0
Global solar irradiation prediction using a multi-gene genetic programming approach—0
GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine—0
Symbolic Regression on Sparse and Noisy Data with Gaussian Processes—0
GPT-Guided Monte Carlo Tree Search for Symbolic Regression in Financial Fraud Detection—0
GPTIPS 2: an open-source software platform for symbolic data mining—0
Grammar-based Ordinary Differential Equation Discovery—0
GSR: A Generalized Symbolic Regression Approach—0
Guided Evolution with Binary Discriminators for ML Program Search—0
Guiding Genetic Programming with Graph Neural Networks—0
Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression—0
H-FEX: A Symbolic Learning Method for Hamiltonian Systems—0
Identification of Dynamical Systems using Symbolic Regression—0
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