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regression

Papers

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Showing 2001–2025 of 9424 papers

TitleStatusHype
Convex-constrained Sparse Additive Modeling and Its Extensions—0
A Greedy Search Tree Heuristic for Symbolic Regression—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition—0
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators—0
Convex Relaxation of Mixture Regression with Efficient Algorithms—0
Convex Relaxation Regression: Black-Box Optimization of Smooth Functions by Learning Their Convex Envelopes—0
Convex Techniques for Model Selection—0
ConvNets with Smooth Adaptive Activation Functions for Regression—0
Convolutional aggregation of local evidence for large pose face alignment—0
A Sparse Gaussian Process Framework for Photometric Redshift Estimation—0
Convolutional networks and learning invariant to homogeneous multiplicative scalings—0
Convolutional neural network-based regression for depth prediction in digital holography—0
A Deep Learning Model for Structured Outputs with High-order Interaction—0
Data Aggregation for Reducing Training Data in Symbolic Regression—0
Bayesian regression explains how human participants handle parameter uncertainty—0
Convolutional Regression for Visual Tracking—0
Convolution Mode Regression—0
Cooperative Thresholded Lasso for Sparse Linear Bandit—0
Coordinate Descent with Online Adaptation of Coordinate Frequencies—0
Coordinate Methods for Matrix Games—0
CoPR: Towards Accurate Visual Localization With Continuous Place-descriptor Regression—0
Copula-based conformal prediction for Multi-Target Regression—0
Boosting with copula-based components—0
Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics—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