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regression

Papers

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Showing 2901–2925 of 9424 papers

TitleStatusHype
Predicting Short Term Energy Demand in Smart Grid: A Deep Learning Approach for Integrating Renewable Energy Sources in Line with SDGs 7, 9, and 13Code0
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantificationCode0
Privacy-Preserving CNN Training with Transfer Learning: Multiclass Logistic RegressionCode0
Compressed Regression over Adaptive Networks—0
Conformal Regression in Calorie Prediction for Team Jumbo-Visma—0
Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting—0
Cascaded Calibration of Mechatronic Systems via Bayesian Inference—0
Multi-Linear Kernel Regression and Imputation in Data Manifolds—0
A Unified Active Learning Framework for Annotating Graph Data with Application to Software Source Code Performance Prediction—0
Data-driven HVAC Control Using Symbolic Regression: Design and Implementation—0
Mixed Regression via Approximate Message Passing—0
Optimal Sketching Bounds for Sparse Linear Regression—0
Self-Distillation for Gaussian Process Regression and ClassificationCode0
Conformalized Unconditional Quantile Regression—0
Optimal rates of approximation by shallow ReLU^k neural networks and applications to nonparametric regression—0
Interpretable Symbolic Regression for Data Science: Analysis of the 2022 Competition—0
Multi-Agent Reachability Calibration with Conformal Prediction—0
IV Regressions without Exclusion Restrictions—0
An interpretable neural network-based non-proportional odds model for ordinal regressionCode0
Maximum Covariance Unfolding Regression: A Novel Covariate-based Manifold Learning Approach for Point Cloud Data—0
Almost Linear Constant-Factor Sketching for _1 and Logistic RegressionCode0
Steered Mixture of Experts Regression for Image Denoising with Multi-Model-Inference—0
A Note On Nonlinear Regression Under L2 Loss—0
Sasaki Metric for Spline Models of Manifold-Valued TrajectoriesCode0
Correcting for Selection Bias and Missing Response in Regression using Privileged InformationCode0
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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