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regression

Papers

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Showing 1251–1275 of 9424 papers

TitleStatusHype
Asymptotics of Random Feature Regression Beyond the Linear Scaling Regime—0
eDifFIQA: Towards Efficient Face Image Quality Assessment Based On Denoising Diffusion Probabilistic ModelsCode1
XpertAI: uncovering model strategies for sub-manifolds—0
Constructing Variables Using Classifiers as an Aid to Regression: An Empirical AssessmentCode0
Semiparametric Inference for Regression-Discontinuity Designs—0
Estimation of Electronic Band Gap Energy From Material Properties Using Machine Learning—0
Exploring the Links between the Fundamental Lemma and Kernel Regression—0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution ShiftsCode0
Improve Generalization Ability of Deep Wide Residual Network with A Suitable Scaling Factor—0
Regression-aware Inference with LLMs—0
Nonparametric Regression under Cluster Sampling—0
Regularized DeepIV with Model Selection—0
On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors—0
Online Learning with Unknown Constraints—0
Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathologyCode0
Prediction Of Cryptocurrency Prices Using LSTM, SVM And Polynomial Regression—0
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing—0
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL—0
Triple/Debiased Lasso for Statistical Inference of Conditional Average Treatment Effects—0
How Well Can Transformers Emulate In-context Newton's Method?—0
A prediction rigidity formalism for low-cost uncertainties in trained neural networks—0
Deep Horseshoe Gaussian Processes—0
Out-of-distribution robustness for multivariate analysis via causal regularisation—0
The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing—0
Stochastic gradient descent for streaming linear and rectified linear systems with adversarial corruptions—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