"symbolic regression" Papers
12 papers found
Conference
Deep Legendre Transform
Aleksey Minabutdinov, Patrick Cheridito
NEURIPS 2025arXiv:2512.19649
Dimension Reduction for Symbolic Regression
Paul Kahlmeyer, Markus Fischer, Joachim Giesen
AAAI 2025paperarXiv:2506.19537
1
citations
DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces
Jacob F. Pettit, Chak Shing Lee, Jiachen Yang et al.
AAAI 2025paperarXiv:2412.11051
1
citations
Discovering Symmetries of ODEs by Symbolic Regression
Paul Kahlmeyer, Niklas Merk, Joachim Giesen
AAAI 2025paperarXiv:2506.19550
Graph-based Symbolic Regression with Invariance and Constraint Encoding
Ziyu Xiang, Kenna Ashen, Xiaofeng Qian et al.
NEURIPS 2025
Improving Monte Carlo Tree Search for Symbolic Regression
Zhengyao Huang, Daniel Huang, Tiannan Xiao et al.
NEURIPS 2025arXiv:2509.15929
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models
Parshin Shojaee, Kazem Meidani, Shashank Gupta et al.
ICLR 2025arXiv:2404.18400
57
citations
Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning
Chenglu Sun, Shuo Shen, Wenzhi Tao et al.
AAAI 2025paperarXiv:2501.01085
5
citations
Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length
Zihan Yu, Jingtao Ding, Yong Li et al.
ICLR 2025arXiv:2411.03753
8
citations
Uncover Governing Law of Pathology Propagation Mechanism Through A Mean-Field Game
Tingting Dan, Zhihao Fan, Guorong Wu
NEURIPS 2025
A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data
Wenqiang Li, Weijun Li, Lina Yu et al.
ICML 2024arXiv:2309.13705
13
citations
Racing Control Variable Genetic Programming for Symbolic Regression
Nan Jiang, Yexiang Xue
AAAI 2024paperarXiv:2309.07934
6
citations