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regression

Papers

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Showing 3701–3725 of 9424 papers

TitleStatusHype
Gaussian Process Uncertainty in Age Estimation as a Measure of Brain Abnormality—0
Gaussians on Riemannian Manifolds: Applications for Robot Learning and Adaptive Control—0
Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions—0
Gauss-Legendre Features for Gaussian Process Regression—0
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions—0
GBSVR: Granular Ball Support Vector Regression—0
Error Bounds for Piecewise Smooth and Switching Regression—0
GCCRR: A Short Sequence Gait Cycle Segmentation Method Based on Ear-Worn IMU—0
Calibrating Uncertainties in Object Localization Task—0
Error Asymmetry in Causal and Anticausal Regression—0
Error analysis of regularized least-square regression with Fredholm kernel—0
Error Analysis of Generalized Nyström Kernel Regression—0
Calibrated Reliable Regression using Maximum Mean Discrepancy—0
Adversarially Robust Estimate and Risk Analysis in Linear Regression—0
General Fair Empirical Risk Minimization—0
General Game Heuristic Prediction Based on Ludeme Descriptions—0
A Consistent Estimator for Confounding Strength—0
Generalised Bayesian Filtering via Sequential Monte Carlo—0
ERQ: Error Reduction for Post-Training Quantization of Vision Transformers—0
Generalization Ability of Wide Residual Networks—0
Generalization and Robustness of Batched Weighted Average Algorithm with V-geometrically Ergodic Markov Data—0
Generalization bound for kernel similarity learning—0
ERM and RERM are optimal estimators for regression problems when malicious outliers corrupt the labels—0
Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees—0
Calibrated Multivariate Regression with Localized PIT Mappings—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