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Symbolic Regression

9 papers

Papers per year

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Papers

Interpretable Solutions for Multi-Physics PDEs Using T-NNGP AAAI 2025
Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025
Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning AAAI 2025
Symbolic Regression with a Learned Concept Library NIPS 2024
An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024
In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ACL 2024
Transformer-based Planning for Symbolic Regression NIPS 2023
CoNSoLe: Convex Neural Symbolic Learning NIPS 2022
LGML: Logic Guided Machine Learning (Student Abstract) AAAI 2020