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regression

Papers

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Showing 4801–4825 of 9424 papers

TitleStatusHype
On Agnostic PAC Learning using L_2-polynomial Regression and Fourier-based Algorithms—0
EventScore: An Automated Real-time Early Warning Score for Clinical Events—0
Agnostic Proper Learning of Halfspaces under Gaussian Marginals—0
Regression Oracles and Exploration Strategies for Short-Horizon Multi-Armed Bandits—0
Towards Feature-Based Performance Regression Using Trajectory Data—0
A Deep Learning Approach for Characterizing Major Galaxy Mergers—0
Regularization Strategies for Quantile Regression—0
Ising Model Selection Using _1-Regularized Linear Regression: A Statistical Mechanics Analysis—0
The Optimality of Polynomial Regression for Agnostic Learning under Gaussian Marginals—0
Inference under Covariate-Adaptive Randomization with Imperfect Compliance—0
Towards a mathematical framework to inform Neural Network modelling via Polynomial RegressionCode0
Online nonparametric regression with Sobolev kernels—0
Continuous Monitoring of Blood Pressure with Evidential Regression—0
Extremal learning: extremizing the output of a neural network in regression problemsCode0
Linear Matrix Inequality Approaches to Koopman Operator Approximation—0
Advanced Stationary and Non-Stationary Kernel Designs for Domain-Aware Gaussian Processes—0
Adversarial Training Makes Weight Loss Landscape Sharper in Logistic Regression—0
Exact Optimization of Conformal Predictors via Incremental and Decremental LearningCode0
Only a Matter of Style: Age Transformation Using a Style-Based Regression ModelCode1
Query Complexity of Least Absolute Deviation Regression via Robust Uniform Convergence—0
The Great Equalizer: Medicare and the Geography of Consumer Financial Strain—0
Predicting student performance using data from an auto-grading system—0
Tooth Instance Segmentation from Cone-Beam CT Images through Point-based Detection and Gaussian Disentanglement—0
A first-stage representation for instrumental variables quantile regression—0
A probabilistic Taylor expansion with Gaussian processes—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