Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge

29 March 2021

Papers citing "Shape-constrained Symbolic Regression -- Improving Extrapolation with Prior Knowledge"

7 / 7 papers shown

Title
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression Models Fabrício Olivetti de França G. Kronberger 47 1 0 29 Jan 2025
Alleviating Overfitting in Transformation-Interaction-Rational Symbolic Regression with Multi-Objective Optimization Fabricio Olivetti de Franca 55 3 0 03 Jan 2025
In Context Learning and Reasoning for Symbolic Regression with Large Language Models Samiha Sharlin Tyler R. Josephson ReLM LLMAG LRM 44 1 0 22 Oct 2024
A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming Yousef A. Radwan G. Kronberger Stephan M. Winkler OffRL 54 4 0 05 Jun 2024
Discovering Causal Relations and Equations from Data Gustau Camps-Valls Andreas Gerhardus Urmi Ninad Gherardo Varando Georg Martius E. Balaguer-Ballester Ricardo Vinuesa Emiliano Díaz L. Zanna Jakob Runge PINN AI4Cl AI4CE CML 35 72 0 21 May 2023
Controllable Neural Symbolic Regression Tommaso Bendinelli Luca Biggio Pierre-Alexandre Kamienny 28 14 0 20 Apr 2023
Comparing Shape-Constrained Regression Algorithms for Data Validation F. Bachinger G. Kronberger 8 2 0 20 Sep 2022