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regression

Papers

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Showing 3851–3875 of 9424 papers

TitleStatusHype
Attribute Efficient Linear Regression with Data-Dependent Sampling—0
Deep Gaussian Processes for Regression using Approximate Expectation Propagation—0
Deep filter bank regression for super-resolution of anisotropic MR brain images—0
Symbolic Regression on Sparse and Noisy Data with Gaussian Processes—0
GPTreeO: An R package for continual regression with dividing local Gaussian processes—0
GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification—0
GPU-Friendly Local Regression for Voice Conversion—0
GP-Unet: Lesion Detection from Weak Labels with a 3D Regression Network—0
Consistent Risk Estimation in Moderately High-Dimensional Linear Regression—0
A rigorous introduction to linear models—0
Gradient-Based Empirical Risk Minimization using Local Polynomial Regression—0
Consistent Robust Regression—0
Gradient-based Optimization for Regression in the Functional Tensor-Train Format—0
Consistent selection of tuning parameters via variable selection stability—0
Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions—0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
Attentive Sequential Neural Processes—0
Gradient boosting machine with partially randomized decision trees—0
Gradient Boosting Mapping for Dimensionality Reduction and Feature Extraction—0
A Log-Linear Time Sequential Optimal Calibration Algorithm for Quantized Isotonic L2 Regression—0
Deepfake Representation with Multilinear Regression—0
Online A-Optimal Design and Active Linear Regression—0
Gradient Coding with Iterative Block Leverage Score Sampling—0
Gradient Descent Converges Linearly for Logistic Regression on Separable Data—0
Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking—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