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Symbolic Regression

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

Papers

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Showing 351–375 of 418 papers

TitleStatusHype
Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge—0
Symbolic regression outperforms other models for small data setsCode0
Zoetrope Genetic Programming for Regression—0
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
Logic Guided Genetic Algorithms—0
A Seq2Seq approach to Symbolic RegressionCode0
Symbolic Regression using Mixed-Integer Nonlinear Optimization—0
Learning Functions to Study the Benefit of Multitask Learning—0
Symbolic Pregression: Discovering Physical Laws from Distorted Video—0
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations—0
MATE: A Model-based Algorithm Tuning Engine—0
Swarm Programming Using Moth-Flame Optimization and Whale Optimization Algorithms—0
Symbolic Regression Driven by Training Data and Prior Knowledge—0
Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data—0
Explainable Machine Learning Control -- robust control and stability analysis—0
Analytic Continued Fractions for Regression: A Memetic Algorithm Approach—0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Deep symbolic regression—0
Learning Symbolic Physics with Graph Networks—0
A Search for the Underlying Equation Governing Similar Systems—0
A New Deterministic Technique for Symbolic Regression—0
Automatic Discovery of Families of Network Generative Processes—0
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