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regression

Papers

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Showing 6201–6225 of 9424 papers

TitleStatusHype
Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI—0
StyleGAN knows Normal, Depth, Albedo, and More—0
Sublinear Time Numerical Linear Algebra for Structured Matrices—0
Submodular Object Recognition—0
Subpixel Heatmap Regression for Facial Landmark Localization—0
Subsampling for Ridge Regression via Regularized Volume Sampling—0
Subsampling Winner Algorithm for Feature Selection in Large Regression Data—0
Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks—0
Subset Selection by Pareto Optimization—0
Subset Selection for Multiple Linear Regression via Optimization—0
Subspace Clustering by Mixture of Gaussian Regression—0
Subspace Clustering via Variance Regularized Ridge Regression—0
Subspace Embedding and Linear Regression with Orlicz Norm—0
Substitute adjustment via recovery of latent variables—0
Subtask Gated Networks for Non-Intrusive Load Monitoring—0
Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey—0
Sufficient Forecasting Using Factor Models—0
SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation—0
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis—0
Supercompliers—0
Fast rates in structured prediction—0
Superiority of Multi-Head Attention in In-Context Linear Regression—0
Super ensemble learning for daily streamflow forecasting: Large-scale demonstration and comparison with multiple machine learning algorithms—0
Supervised Descriptor Learning for Multi-Output Regression—0
Supervised Dimensionality Reduction via Distance Correlation Maximization—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