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regression

Papers

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Showing 2126–2150 of 9424 papers

TitleStatusHype
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector—0
Harmonizing SO(3)-Equivariance with Neural Expressiveness: a Hybrid Deep Learning Framework Oriented to the Prediction of Electronic Structure Hamiltonian—0
Stochastic Gradient Descent for Nonparametric Regression—0
Improving the Privacy and Practicality of Objective Perturbation for Differentially Private Linear Learners—0
Application of Machine Learning in Stock Market Forecasting: A Case Study of Disney Stock—0
Interpreting the Curse of Dimensionality from Distance Concentration and Manifold Effect—0
UGPNet: Universal Generative Prior for Image Restoration—0
A Novel Explanation Against Linear Neural Networks—0
Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift—0
Generalization in Kernel Regression Under Realistic Assumptions—0
Nowcasting Madagascar's real GDP using machine learning algorithms—0
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift—0
Learning Human-like Representations to Enable Learning Human Values—0
ZeroShape: Regression-based Zero-shot Shape ReconstructionCode0
Noninvasive Estimation of Mean Pulmonary Artery Pressure Using MRI, Computer Models, and Machine Learning—0
Leveraging Sample Entropy for Enhanced Volatility Measurement and Prediction in International Oil Price Returns—0
HDL and plaque regression in a multiphase model of early atherosclerosis—0
Vertical Symbolic Regression—0
Celestial Machine Learning: Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI FeynmanCode0
GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial EquationsCode0
Predicting Financial Literacy via Semi-supervised LearningCode0
CLDR: Contrastive Learning Drug Response Models from Natural Language SupervisionCode0
Knowledge Trees: Gradient Boosting Decision Trees on Knowledge Neurons as Probing Classifier—0
The Conditioning Bias in Binary Decision Trees and Random Forests and Its EliminationCode0
Fusion of Deep and Shallow Features for Face Kinship Verification—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