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regression

Papers

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Showing 8451–8475 of 9424 papers

TitleStatusHype
From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality—0
ConPCO: Preserving Phoneme Characteristics for Automatic Pronunciation Assessment Leveraging Contrastive Ordinal Regularization—0
Consensual Aggregation on Random Projected High-dimensional Features for Regression—0
Consistency Analysis of an Empirical Minimum Error Entropy Algorithm—0
Consistency of random forests—0
Consistent Estimation for PCA and Sparse Regression with Oblivious Outliers—0
Consistent Online Gaussian Process Regression Without the Sample Complexity Bottleneck—0
Consistent regression of biophysical parameters with kernel methods—0
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression—0
Consistent Robust Regression—0
Consistent selection of tuning parameters via variable selection stability—0
Consistent specification testing under spatial dependence—0
Constant Stepsize Local GD for Logistic Regression: Acceleration by Instability—0
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection—0
Constrained multi-objective optimization of process design parameters in settings with scarce data: an application to adhesive bonding—0
Constrained Structured Regression with Convolutional Neural Networks—0
Constructing Effective Machine Learning Models for the Sciences: A Multidisciplinary Perspective—0
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests—0
Constructing Gaussian Processes via Samplets—0
Context-Sensitive Decision Forests for Object Detection—0
Contextual Bandits in Payment Processing: Non-uniform Exploration and Supervised Learning at Adyen—0
Contextual Bandits with Online Neural Regression—0
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms—0
Contextual Online Decision Making with Infinite-Dimensional Functional Regression—0
Continual Learning in Linear Classification on Separable Data—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