SOTAVerified

Symbolic Regression

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 418 papers

TitleStatusHype
Minimum variance threshold for epsilon-lexicase selectionCode0
Automated discovery of symbolic laws governing skill acquisition from naturally occurring dataCode0
Interpretability in Symbolic Regression: a benchmark of Explanatory Methods using the Feynman data set—0
Distilling Reinforcement Learning Policies for Interpretable Robot Locomotion: Gradient Boosting Machines and Symbolic Regression—0
Deep Neural Network for Constraint Acquisition through Tailored Loss Function—0
Order Estimation of Linear-Phase FIR Filters for DAC Equalization in Multiple Nyquist Bands—0
A Functional Analysis Approach to Symbolic Regression—0
Guided Evolution with Binary Discriminators for ML Program Search—0
Discovering interpretable models of scientific image data with deep learning—0
Vertical Symbolic Regression via Deep Policy GradientCode0
PruneSymNet: A Symbolic Neural Network and Pruning Algorithm for Symbolic RegressionCode0
Empowering Machines to Think Like Chemists: Unveiling Molecular Structure-Polarity Relationships with Hierarchical Symbolic RegressionCode0
Discovering Mathematical Formulas from Data via GPT-guided Monte Carlo Tree Search—0
DALex: Lexicase-like Selection via Diverse AggregationCode0
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for CompressionCode0
Bootstrapping OTS-Funcimg Pre-training Model (Botfip) -- A Comprehensive Symbolic Regression Framework—0
Closed-Form Interpretation of Neural Network Classifiers with Symbolic GradientsCode0
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution—0
Vertical Symbolic Regression—0
Celestial Machine Learning: Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI FeynmanCode0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Symbolic Regression of Dynamic Network Models—0
Celestial Machine Learning: From Data to Mars and Beyond with AI FeynmanCode0
GFN-SR: Symbolic Regression with Generative Flow NetworksCode0
Explainable Fraud Detection with Deep Symbolic ClassificationCode0
Show:102550
← PrevPage 9 of 17Next →

No leaderboard results yet.