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regression

Papers

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Showing 1626–1650 of 9424 papers

TitleStatusHype
Aortic root landmark localization with optimal transport loss for heatmap regressionCode0
Using LLMs to label medical papers according to the CIViC evidence modelCode0
Understanding the Gains from Repeated Self-Distillation—0
Network-based Neighborhood regression—0
Category-Aware Dynamic Label Assignment with High-Quality Oriented Proposal—0
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble ForecastsCode0
Joint State and Parameter Estimation Using the Partial Errors-in-Variables Principle—0
A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming—0
Model-based Offline Reinforcement Learning with Lower Expectile Q-Learning—0
Combinations of distributional regression algorithms with application in uncertainty estimation of corrected satellite precipitation products—0
The Computational Curse of Big Data for Bayesian Additive Regression Trees: A Hitting Time AnalysisCode0
Sparse Regression for Machine Translation—0
Single Image Estimation of Cell Migration Direction by Deep Circular Regression—0
Unbiased least squares regression via averaged stochastic gradient descent—0
Sparse deep neural networks for nonparametric estimation in high-dimensional sparse regression—0
Image-Guided Outdoor LiDAR Perception Quality Assessment for Autonomous Driving—0
Variance Reduction for the Independent Metropolis Sampler—0
Optimal spanning tree reconstruction in symbolic regression—0
Univariate Skeleton Prediction in Multivariate Systems Using TransformersCode0
DN-CL: Deep Symbolic Regression against Noise via Contrastive Learning—0
Reinforced Knowledge Distillation for Time Series RegressionCode0
Identification and Estimation of Causal Effects in High-Frequency Event Studies—0
Movement-Prediction-Adjusted Naïve Forecast—0
Ensembles of Probabilistic Regression TreesCode0
Semi-supervised Regression Analysis with Model Misspecification and High-dimensional 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