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regression

Papers

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Showing 2051–2075 of 9424 papers

TitleStatusHype
Joint Learning of Network Topology and Opinion Dynamics Based on Bandit Algorithms—0
Stance Prediction and Analysis of Twitter data : A case study of Ghana 2020 Presidential ElectionsCode0
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
Uniform Convergence with Square-Root Lipschitz Loss—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
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
Accurate Calibration of Power Measurements from Internal Power Sensors on NVIDIA Jetson Devices—0
Prediction model for rare events in longitudinal follow-up and resampling methods—0
Nonlinear Feature Aggregation: Two Algorithms driven by Theory—0
BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic ProgrammingCode0
Forest Parameter Prediction by Multiobjective Deep Learning of Regression Models Trained with Pseudo-Target ImputationCode0
Stock Price Prediction using Dynamic Neural Networks—0
Dropout Regularization Versus _2-Penalization in the Linear Model—0
Weakly Supervised Regression with Interval Targets—0
Deep Huber quantile regression networks—0
Regression-based Physics Informed Neural Networks (Reg-PINNs) for Magnetopause Tracking—0
Prototype Learning for Explainable Brain Age Prediction—0
Trained Transformers Learn Linear Models In-Context—0
Performance Evaluation and Comparison of a New Regression Algorithm—0
Partial-Label RegressionCode0
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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