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regression

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Showing 1176–1200 of 9424 papers

TitleStatusHype
A convex pseudo-likelihood framework for high dimensional partial correlation estimation with convergence guarantees—0
An Optimal House Price Prediction Algorithm: XGBoost—0
A non-parametric conditional factor regression model for high-dimensional input and response—0
Adversarial Transfer of Pose Estimation Regression—0
Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization—0
An O(n(n)) Algorithm for Projecting Onto the Ordered Weighted _1 Norm Ball—0
An Online Learning Algorithm for Neuromorphic Hardware Implementation—0
Adversarial Training with Generated Data in High-Dimensional Regression: An Asymptotic Study—0
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis—0
A Non-linear Function-on-Function Model for Regression with Time Series Data—0
Adversarial Training Makes Weight Loss Landscape Sharper in Logistic Regression—0
A Convex Program for Mixed Linear Regression with a Recovery Guarantee for Well-Separated Data—0
3D FCN Feature Driven Regression Forest-Based Pancreas Localization and Segmentation—0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Adversarial Surrogate Losses for Ordinal Regression—0
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data—0
3D Facial Expression Reconstruction using Cascaded Regression—0
Non-asymptotic model selection in block-diagonal mixture of polynomial experts models—0
A non-asymptotic distributional theory of approximate message passing for sparse and robust regression—0
A convex optimization formulation for multivariate regression—0
Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective—0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed—0
Anomaly Detection by Robust Statistics—0
Adversarial robust weighted Huber regression—0
A Bayesian Lasso based Sparse Learning Model—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