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regression

Papers

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Showing 2651–2675 of 9424 papers

TitleStatusHype
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process RegressionCode0
Gradient Descent Converges Linearly for Logistic Regression on Separable Data—0
TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction—0
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories—0
Stance Prediction and Analysis of Twitter data : A case study of Ghana 2020 Presidential ElectionsCode0
Joint Learning of Network Topology and Opinion Dynamics Based on Bandit Algorithms—0
Near Optimal Heteroscedastic Regression with Symbiotic Learning—0
A Unified Approach to Controlling Implicit Regularization via Mirror Descent—0
Adversarial Robustness Certification for Bayesian Neural NetworksCode0
Factor-augmented sparse MIDAS regressions with an application to nowcasting—0
Outlier-robust Estimation of a Sparse Linear Model Using Invexity—0
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression—0
Uniform Convergence with Square-Root Lipschitz Loss—0
Adversarial Training with Generated Data in High-Dimensional Regression: An Asymptotic Study—0
Explaining human body responses in random vibration: Effect of motion direction, sitting posture, and anthropometry—0
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic ProgrammingCode0
Nonlinear Feature Aggregation: Two Algorithms driven by Theory—0
Prediction model for rare events in longitudinal follow-up and resampling methods—0
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target ImputationCode0
Accurate Calibration of Power Measurements from Internal Power Sensors on NVIDIA Jetson Devices—0
Weakly Supervised Regression with Interval Targets—0
Stock Price Prediction using Dynamic Neural Networks—0
Dropout Regularization Versus _2-Penalization in the Linear Model—0
Deep Huber quantile regression networks—0
Prototype Learning for Explainable Brain Age Prediction—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