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regression

Papers

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Showing 3626–3650 of 9424 papers

TitleStatusHype
Errors-in-variables Fréchet Regression with Low-rank Covariate Approximation—0
Aleatoric uncertainty for Errors-in-Variables models in deep regression—0
Error Reduction from Stacked Regressions—0
Call for Action: towards the next generation of symbolic regression benchmark—0
Functional Inverse Regression in an Enlarged Dimension Reduction Space—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
Error-in-variables modelling for operator learning—0
Calibration of ordinal regression networks—0
Functional Partial Least-Squares: Adaptive Estimation and Inference—0
Function approximation by deep neural networks with parameters \0, 12, 1, 2\—0
The Reconstruction Approach: From Interpolation to Regression—0
Spiking Neural Operators for Scientific Machine Learning—0
Fundamental Limits and Tradeoffs in Invariant Representation Learning—0
Fundamental Tradeoffs in Distributionally Adversarial Training—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems—0
Further results on structured regression for multi-scale networks—0
Fused LASSO as Non-Crossing Quantile Regression—0
Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression—0
Fusing Structure from Motion and Simulation-Augmented Pose Regression from Optical Flow for Challenging Indoor Environments—0
Fusion of Deep and Shallow Features for Face Kinship Verification—0
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression—0
Error Correcting Algorithms for Sparsely Correlated Regressors—0
Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
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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