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regression

Papers

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Showing 2026–2050 of 9424 papers

TitleStatusHype
Local primordial non-Gaussianity from the large-scale clustering of photometric DESI luminous red galaxiesCode0
Integrating Random Forests and Generalized Linear Models for Improved Accuracy and InterpretabilityCode1
Adaptive Principal Component Regression with Applications to Panel Data—0
Engression: Extrapolation through the Lens of Distributional RegressionCode1
Vector Quantile Regression on ManifoldsCode0
Transfer learning for semantic similarity measures based on symbolic regressionCode0
The Yule-Frisch-Waugh-Lovell Theorem—0
Unified Transfer Learning Models in High-Dimensional Linear Regression—0
Hierarchical Bayesian Regression for Multi-Location Sales Transaction Forecasting—0
Medoid splits for efficient random forests in metric spacesCode0
Fast Robust Kernel Regression through Sign Gradient Descent with Early StoppingCode0
Understanding Pathologies of Deep Heteroskedastic Regression—0
Local Risk Bounds for Statistical Aggregation—0
Metric-aligned Sample Selection and Critical Feature Sampling for Oriented Object Detection—0
A Framework for Identifying Depression on Social Media: MentalRiskES@IberLEF 2023Code0
Transfer Learning with Random Coefficient Ridge Regression—0
Sparse wavelet-based solutions for the M/EEG inverse problem—0
Wasserstein Generative Regression—0
Pretraining task diversity and the emergence of non-Bayesian in-context learning for regressionCode1
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories—0
Practical Privacy-Preserving Gaussian Process Regression via Secret Sharing—0
Gradient Descent Converges Linearly for Logistic Regression on Separable Data—0
TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction—0
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process RegressionCode0
Optimal Cross-Validation for Sparse Linear Regression—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