Poster "symbolic regression" Papers

7 papers found

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Paper Type

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Deep Legendre Transform

Aleksey Minabutdinov, Patrick Cheridito

NEURIPS 2025arXiv:2512.19649

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

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