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regression

Papers

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Showing 4401–4425 of 9424 papers

TitleStatusHype
Generating Unobserved Alternatives with Tower Implicit Model (TIM)—0
Short optimization paths lead to good generalization—0
Provable Identifiability of ReLU Neural Networks via Lasso Regularization—0
Simpler Calibration for Survival Analysis—0
Towards simple time-to-event modeling: optimizing neural networks via rank regression—0
STORM: Sketch Toward Online Risk Minimization—0
Treatment effect estimation with confounder balanced instrumental variable regression—0
Anisotropic Random Feature Regression in High Dimensions—0
An Improved Composite Functional Gradient Learning by Wasserstein Regularization for Generative adversarial networks—0
Towards Uncertainties in Deep Learning that Are Accurate and Calibrated—0
PRNet: A Progressive Regression Network for No-Reference User-Generated-Content Video Quality Assessment—0
Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion—0
Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data—0
Diverse and Consistent Multi-view Networks for Semi-supervised Regression—0
Dive Deeper Into Integral Pose Regression—0
Distribution-Driven Disjoint Prediction Intervals for Deep Learning—0
Synthetic Reduced Nearest Neighbor Model for Regression—0
Bayesian Imbalanced Regression Debiasing—0
Provably Calibrated Regression Under Distribution Drift—0
Directional Bias Helps Stochastic Gradient Descent to Generalize in Nonparametric Model—0
Lifting Imbalanced Regression with Self-Supervised Learning—0
Self-supervised regression learning using domain knowledge: Applications to improving self-supervised image denoising—0
Learning to Estimate Epistemic Uncertainty in Neural Networks—0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data—0
D-CODE: Discovering Closed-form ODEs from Observed Trajectories—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