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regression

Papers

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Showing 6726–6750 of 9424 papers

TitleStatusHype
Understanding overfitting peaks in generalization error: Analytical risk curves for l_2 and l_1 penalized interpolation—0
Understanding Pathologies of Deep Heteroskedastic Regression—0
Understanding Physical Effects for Effective Tool-use—0
Understanding Probabilistic Sparse Gaussian Process Approximations—0
Understanding Self-Distillation in the Presence of Label Noise—0
Understanding the Effect of GCN Convolutions in Regression Tasks—0
Understanding the effect of hyperparameter optimization on machine learning models for structure design problems—0
Understanding the Gains from Repeated Self-Distillation—0
Understanding the Performance of Statistical MT Systems: A Linear Regression Framework—0
Understanding the Under-Coverage Bias in Uncertainty Estimation—0
Understanding Uncertainty in Bayesian Deep Learning—0
Unemployment Dynamics Forecasting with Machine Learning Regression Models—0
Unfairness Discovery and Prevention For Few-Shot Regression—0
Geo6D: Geometric Constraints Learning for 6D Pose Estimation—0
UnibucKernel: A kernel-based learning method for complex word identification—0
UnibucKernel: Geolocating Swiss German Jodels Using Ensemble Learning—0
Unified Heat Kernel Regression for Diffusion, Kernel Smoothing and Wavelets on Manifolds and Its Application to Mandible Growth Modeling in CT Images—0
Unified Inference for Dynamic Quantile Predictive Regression—0
Unified Transfer Learning Models in High-Dimensional Linear Regression—0
Uniform Consistency in Nonparametric Mixture Models—0
Uniform Convergence Results for the Local Linear Regression Estimation of the Conditional Distribution—0
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign Overfitting—0
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting—0
Uniform Convergence of Rank-weighted Learning—0
Uniform Convergence with Square-Root Lipschitz Loss—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