Poster "symbolic regression" Papers

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Improving Monte Carlo Tree Search for Symbolic Regression

Zhengyao Huang, Daniel Huang, Tiannan Xiao et al.

NeurIPS 2025posterarXiv:2509.15929

LLM-SR: Scientific Equation Discovery via Programming with Large Language Models

Parshin Shojaee, Kazem Meidani, Shashank Gupta et al.

ICLR 2025posterarXiv:2404.18400
55
citations

Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length

Zihan Yu, Jingtao Ding, Yong Li et al.

ICLR 2025posterarXiv:2411.03753
7
citations

Uncover Governing Law of Pathology Propagation Mechanism Through A Mean-Field Game

Tingting Dan, Zhihao Fan, Guorong Wu

NeurIPS 2025poster

A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data

Wenqiang Li, Weijun Li, Lina Yu et al.

ICML 2024poster