SOTAVerified

Symbolic Regression

producing a mathematical expression (symbolic expression) that fits a given tabular data.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 418 papers

TitleStatusHype
Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search—0
From Hand-Crafted Metrics to Evolved Training-Free Performance Predictors for Neural Architecture Search via Genetic Programming—0
From Objects to Events: Unlocking Complex Visual Understanding in Object Detectors via LLM-guided Symbolic Reasoning—0
Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline—0
Generalizing the SINDy approach with nested neural networks—0
Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming—0
Generative Pre-Trained Transformer for Symbolic Regression Base In-Context Reinforcement Learning—0
Genetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations—0
Complexity-Aware Deep Symbolic Regression with Robust Risk-Seeking Policy Gradients—0
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks—0
Complexity Measures for Multi-objective Symbolic Regression—0
Globally Optimal Symbolic Regression—0
Global solar irradiation prediction using a multi-gene genetic programming approach—0
Elite Bases Regression: A Real-time Algorithm for Symbolic Regression—0
GP-RVM: Genetic Programing-based Symbolic Regression Using Relevance Vector Machine—0
Bootstrapping OTS-Funcimg Pre-training Model (Botfip) -- A Comprehensive Symbolic Regression Framework—0
Incorporating domain knowledge into neural-guided search—0
Inferring the Structure of Ordinary Differential Equations—0
Grammar-based Ordinary Differential Equation Discovery—0
Boosting SISSO Performance on Small Sample Datasets by Using Random Forests Prescreening for Complex Feature Selection—0
GSR: A Generalized Symbolic Regression Approach—0
Guided Evolution with Binary Discriminators for ML Program Search—0
Guiding Genetic Programming with Graph Neural Networks—0
Untangling the Effects of Down-Sampling and Selection in Genetic Programming—0
Effective Adaptive Mutation Rates for Program Synthesis—0
Show:102550
← PrevPage 8 of 17Next →

No leaderboard results yet.