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regression

Papers

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Showing 4051–4075 of 9424 papers

TitleStatusHype
Short optimization paths lead to good generalization—0
Lifting Imbalanced Regression with Self-Supervised Learning—0
Towards simple time-to-event modeling: optimizing neural networks via rank regression—0
Treatment effect estimation with confounder balanced instrumental variable regression—0
An Improved Composite Functional Gradient Learning by Wasserstein Regularization for Generative adversarial networks—0
Simpler Calibration for Survival Analysis—0
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval—0
Distribution-Driven Disjoint Prediction Intervals for Deep Learning—0
Bayesian Imbalanced Regression Debiasing—0
Directional Bias Helps Stochastic Gradient Descent to Generalize in Nonparametric Model—0
Provable Identifiability of ReLU Neural Networks via Lasso Regularization—0
Loss meta-learning for forecasting—0
Learning to Estimate Epistemic Uncertainty in Neural Networks—0
STORM: Sketch Toward Online Risk Minimization—0
Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data—0
Synthetic Reduced Nearest Neighbor Model for Regression—0
Diverse and Consistent Multi-view Networks for Semi-supervised Regression—0
Dive Deeper Into Integral Pose Regression—0
D-CODE: Discovering Closed-form ODEs from Observed Trajectories—0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data—0
Generating Unobserved Alternatives with Tower Implicit Model (TIM)—0
Towards Uncertainties in Deep Learning that Are Accurate and Calibrated—0
Anisotropic Random Feature Regression in High Dimensions—0
Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion—0
Provably Calibrated Regression Under Distribution Drift—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