symbolic regression

Bayesian Symbolic Regression with Entropic Reinforcement Learning UAI 2026 Efficient Chromosome Parallelization for Precision Medicine Genomic Workflows AAAI 2026 MDBench: Benchmarking Data-Driven Methods for Model Discovery AAAI 2026 Pixel2Phys: Distilling Governing Laws from Visual Dynamics CVPR 2026 Post-Hoc Refinement for Multitask Symbolic Regression via Consensus-Accelerated Shapley Analysis AAAI 2026 VaSST: Variational Inference for Symbolic Regression using Soft Symbolic Trees UAI 2026 Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large p ICML 2025 Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching AAAI 2025 Beyond Size-Based Metrics: Measuring Task-Specific Complexity in Symbolic Regression AISTATS 2025 Dimension Reduction for Symbolic Regression AAAI 2025 DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025 Discovering Physics Laws of Dynamical Systems via Invariant Function Learning ICML 2025 Discovering Symmetries of ODEs by Symbolic Regression AAAI 2025 FIND: A Framework for Discovering Formulas in Data AAAI 2025 Improving Memory Efficiency for Training KANs via Meta Learning ICML 2025 Interpretable Solutions for Multi-Physics PDEs Using T-NNGP AAAI 2025 KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025 LLM-SR: Scientific Equation Discovery via Programming with Large Language Models ICLR 2025 MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions AAAI 2025 Neuro-Guided Graph Search for Symbolic Regression (Student Abstract) AAAI 2025 Noise-Resilient Symbolic Regression with Dynamic Gating Reinforcement Learning AAAI 2025 Pareto-Optimal Fronts for Benchmarking Symbolic Regression Algorithms ICML 2025 ParFam -- (Neural Guided) Symbolic Regression via Continuous Global Optimization ICLR 2025 PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark ICLR 2025