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regression

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Showing 8951–8975 of 9424 papers

TitleStatusHype
Distilling Wikipedia mathematical knowledge into neural network models—0
Distortion-driven Turbulence Effect Removal using Variational Model—0
Distributed and Rate-Adaptive Feature Compression—0
Distributed Bayesian Posterior Sampling via Moment Sharing—0
Distributed Continual Learning with CoCoA in High-dimensional Linear Regression—0
Distributed dictionary learning over a sensor network—0
Cooperative Online Learning for Multi-Agent System Control via Gaussian Processes with Event-Triggered Mechanism: Extended Version—0
Distributed Gaussian Processes—0
Distributed Generalized Cross-Validation for Divide-and-Conquer Kernel Ridge Regression and its Asymptotic Optimality—0
Distributed High-dimensional Regression Under a Quantile Loss Function—0
Distributed Kernel Ridge Regression with Communications—0
Distributed Learning Consensus Control for Unknown Nonlinear Multi-Agent Systems based on Gaussian Processes—0
Distributed Learning with Dependent Samples—0
Distributed Learning with Discretely Observed Functional Data—0
Distributed Linear Regression with Compositional Covariates—0
Distributed Nonparametric Estimation under Communication Constraints—0
Distributed Nonparametric Regression under Communication Constraints—0
Distributed Online Linear Regression—0
Distributed Parameter Map-Reduce—0
Distributed Sketching Methods for Privacy Preserving Regression—0
Distributed Sparse Linear Regression under Communication Constraints—0
Recovery Guarantees for Distributed-OMP—0
Distributed Sparse Regression via Penalization—0
Distributional encoding for Gaussian process regression with qualitative inputs—0
Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs—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