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regression

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Showing 1401–1425 of 9424 papers

TitleStatusHype
Calibrated Computation-Aware Gaussian ProcessesCode0
Kolmogorov-Arnold Neural Networks for High-Entropy Alloys Design—0
Scalable Signature-Based Distribution Regression via Reference Sets—0
Lifted Coefficient of Determination: Fast model-free prediction intervals and likelihood-free model comparison—0
Ranking over Regression for Bayesian Optimization and Molecule SelectionCode0
Robustness Auditing for Linear Regression: To Singularity and BeyondCode0
Theoretical limits of descending _0 sparse-regression ML algorithms—0
On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks—0
Optimizing Estimators of Squared Calibration Errors in Classification—0
Covering Numbers for Deep ReLU Networks with Applications to Function Approximation and Nonparametric Regression—0
Closed-Loop phase selection in EEG-TMS using Bayesian OptimizationCode0
Benign Overfitting for Regression with Trained Two-Layer ReLU Networks—0
Learning to Drift in Extreme Turning with Active Exploration and Gaussian Process Based MPC—0
Adaptive Random Fourier Features Training Stabilized By Resampling With Applications in Image Regression—0
SMART: A Flexible Approach to Regression using Spline-Based Multivariate Adaptive Regression TreesCode0
Random-projection ensemble dimension reductionCode0
Precise Model Benchmarking with Only a Few Observations—0
Testing Credibility of Public and Private Surveys through the Lens of Regression—0
Conditional Variational Autoencoders for Probabilistic Pose Regression—0
Regression Conformal Prediction under BiasCode0
A Strategy for Label Alignment in Deep Neural NetworksCode0
Minimax-optimal and Locally-adaptive Online Nonparametric Regression—0
Ranking Perspective for Tree-based Methods with Applications to Symbolic Feature Selection—0
Distributed Learning with Discretely Observed Functional Data—0
Accelerating Deep Learning with Fixed Time Budget—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