conftrace_

symbolic regression

80 papers

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Also known as

SR

Co-occurring keywords · papers mentioning both

genetic programming (12) neural network (11) equation discovery (9) scientific discovery (7) reinforcement learning (7) ordinary differential equation (6) dynamical system (6) evolutionary algorithm (5) partial differential equation (5) monte carlo tree search (5)

Papers

Progressive Self-Learning for Domain Adaptation on Symbolic Regression of Integer Sequences AAAI 2025 RAG-SR: Retrieval-Augmented Generation for Neural Symbolic Regression ICLR 2025 Symbolic regression via MDLformer-guided search: from minimizing prediction error to minimizing description length ICLR 2025 A Neural-Guided Dynamic Symbolic Network for Exploring Mathematical Expressions from Data ICML 2024 An Interpretable Approach to the Solutions of High-Dimensional Partial Differential Equations AAAI 2024 GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations AAAI 2024 GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules NeurIPS 2024 In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ACL 2024 Multi-Level Symbolic Regression: Function Structure Learning for Multi-Level Data AISTATS 2024 ODEFormer: Symbolic Regression of Dynamical Systems with Transformers ICLR 2024 Racing Control Variable Genetic Programming for Symbolic Regression AAAI 2024 Reinforcement Symbolic Regression Machine ICLR 2024 Scaling Up Unbiased Search-based Symbolic Regression IJCAI 2024 Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations AISTATS 2024 SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training ICLR 2024 Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems AAAI 2024 Symbolic Regression Enhanced Decision Trees for Classification Tasks AAAI 2024 Symbolic Regression with a Learned Concept Library NeurIPS 2024 Vertical Symbolic Regression via Deep Policy Gradient IJCAI 2024 D-CIPHER: Discovery of Closed-form Partial Differential Equations NeurIPS 2023 Deep Generative Symbolic Regression ICLR 2023 Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search ICML 2023 Dimensionless machine learning: Imposing exact units equivariance JMLR 2023 Learning Symbolic Models for Graph-structured Physical Mechanism ICLR 2023 Online Symbolic Regression with Informative Query AAAI 2023