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regression

Papers

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Showing 1126–1150 of 9424 papers

TitleStatusHype
HKAN: Hierarchical Kolmogorov-Arnold Network without Backpropagation—0
rEGGression: an Interactive and Agnostic Tool for the Exploration of Symbolic Regression ModelsCode0
nabqr: Python package for improving probabilistic forecasts—0
Data-Informed Model Complexity Metric for Optimizing Symbolic Regression Models—0
Histogram approaches for imbalanced data streams regression—0
Improving Genetic Programming for Symbolic Regression with Equality GraphsCode0
PulmoFusion: Advancing Pulmonary Health with Efficient Multi-Modal FusionCode0
Adaptively Weighted Averaging Over-the-Air Computation and Its Application to Distributed Gaussian Process Regression—0
Dynamics of Transient Structure in In-Context Linear Regression Transformers—0
What Really Matters for Learning-based LiDAR-Camera Calibration—0
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection—0
Optimizing Decentralized Online Learning for Supervised Regression and Classification Problems—0
Statistical Inference for Low-Rank Tensor Models—0
Local Steps Speed Up Local GD for Heterogeneous Distributed Logistic Regression—0
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects—0
CHaRNet: Conditioned Heatmap Regression for Robust Dental Landmark Localization—0
Test-time regression: a unifying framework for designing sequence models with associative memory—0
Empirical Bayes Estimation for Lasso-Type Regularizers: Analysis of Automatic Relevance Determination—0
Can LLM Generate Regression Tests for Software Commits?—0
Issues with Neural Tangent Kernel Approach to Neural NetworksCode0
Mutual Regression Distance—0
Robust Local Polynomial Regression with Similarity KernelsCode0
SEANN: A Domain-Informed Neural Network for Epidemiological Insights—0
SBAMDT: Bayesian Additive Decision Trees with Adaptive Soft Semi-multivariate Split Rules—0
On Learning Informative Trajectory Embeddings for Imitation, Classification and RegressionCode0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified