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regression

Papers

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Showing 4701–4725 of 9424 papers

TitleStatusHype
Locality defeats the curse of dimensionality in convolutional teacher-student scenarios—0
Regularization-Induced Bias and Consistency in Recursive Least Squares—0
Semiparametric count data regression for self-reported mental health—0
Non-PSD Matrix Sketching with Applications to Regression and Optimization—0
Leveraging Probabilistic Circuits for Nonparametric Multi-Output RegressionCode0
Costs and Benefits of Fair Regression—0
On the approximation capability of GNNs in node classification/regression tasksCode0
Pre-processing with Orthogonal Decompositions for High-dimensional Explanatory Variables—0
A Wasserstein Minimax Framework for Mixed Linear RegressionCode0
An Extended Multi-Model Regression Approach for Compressive Strength Prediction and Optimization of a Concrete Mixture—0
Semi-supervised Active Regression—0
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique—0
Geodesic Density Regression for Correcting 4DCT Pulmonary Respiratory Motion ArtifactsCode0
Forecasting VaR and ES using a joint quantile regression and implications in portfolio allocation—0
Twin Neural Network Regression is a Semi-Supervised Regression Algorithm—0
ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction—0
Simplifying Deep Reinforcement Learning via Self-SupervisionCode0
Understanding the Under-Coverage Bias in Uncertainty Estimation—0
Quantum Speedup of Natural Gradient for Variational Bayes—0
Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random FeaturesCode0
Curiously Effective Features for Image Quality PredictionCode0
Learning Nonparametric Volterra Kernels with Gaussian ProcessesCode0
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning—0
On the Use of Minimum Penalties in Statistical Learning—0
Inference for Network Regression Models with Community Structure—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