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regression

Papers

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Showing 8201–8225 of 9424 papers

TitleStatusHype
Cascades of Regression Tree Fields for Image Restoration—0
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal—0
CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression—0
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise—0
Causal Additive Models with Unobserved Causal Paths and Backdoor Paths—0
Causal Analysis and Prediction of Human Mobility in the U.S. during the COVID-19 Pandemic—0
Causal Contrastive Learning for Counterfactual Regression Over Time—0
Causal Discovery from Sparse Time-Series Data Using Echo State Network—0
Causal Discovery with Continuous Additive Noise Models—0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data—0
Gaming Helps! Learning from Strategic Interactions in Natural Dynamics—0
Causal Feature Selection via Transfer Entropy—0
Causal Gradient Boosting: Boosted Instrumental Variable Regression—0
Identifying causal effects with subjective ordinal outcomes—0
Causal Inference for Experiments with Latent Outcomes: Key Results and Their Implications for Design and Analysis—0
Causal Inference in Geoscience and Remote Sensing from Observational Data—0
Causal Inference in Geosciences with Kernel Sensitivity Maps—0
Causal inference in network experiments: regression-based analysis and design-based properties—0
Estimation and Inference on Nonlinear and Heterogeneous Effects—0
Causal Inference Tools for a Better Evaluation of Machine Learning—0
Causal Inference with Double/Debiased Machine Learning for Evaluating the Health Effects of Multiple Mismeasured Pollutants—0
Causal Interpretation of Regressions With Ranks—0
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners—0
Causally Regularized Learning with Agnostic Data Selection Bias—0
CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context—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