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regression

Papers

Showing 16511675 of 9424 papers

TitleStatusHype
Autoregressive Quantile Networks for Generative ModelingCode0
Domain Generalization by Functional RegressionCode0
Double Cross-fit Doubly Robust Estimators: Beyond Series RegressionCode0
Local Regression Distribution EstimatorsCode0
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density NetworksCode0
A novel gradient-based method for decision trees optimizing arbitrary differential loss functionsCode0
Choosing the Sample with Lowest Loss makes SGD RobustCode0
Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative AnalysisCode0
A Zero-Positive Learning Approach for Diagnosing Software Performance RegressionsCode0
DOLDA - a regularized supervised topic model for high-dimensional multi-class regressionCode0
Logistic Variational Bayes RevisitedCode0
The Choice of Normalization Influences Shrinkage in Regularized RegressionCode0
Dlib-ml: A Machine Learning ToolkitCode0
AutoML Meets Time Series Regression Design and Analysis of the AutoSeries ChallengeCode0
DL-Reg: A Deep Learning Regularization Technique using Linear RegressionCode0
Disturbing Target Values for Neural Network RegularizationCode0
Distribution Regression with Sliced Wasserstein KernelsCode0
Machine Learning Algorithms to Assess Site Closure Time Frames for Soil and Groundwater ContaminationCode0
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out CodesCode0
DoGR: Disaggregated Gaussian Regression for Reproducible Analysis of Heterogeneous DataCode0
A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement LearningCode0
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparisonCode0
Automating the Discovery of Partial Differential Equations in Dynamical SystemsCode0
Distributional Reinforcement Learning with Quantile RegressionCode0
Distributional Refinement Network: Distributional Forecasting via Deep LearningCode0
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Benchmark Results

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