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regression

Papers

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Showing 2626–2650 of 9424 papers

TitleStatusHype
Bayesian Linear Regression with Cauchy Prior and Its Application in Sparse MIMO Radar—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
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels—0
Bayesian longitudinal tensor response regression for modeling neuroplasticity—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
Bayesian meta learning for trustworthy uncertainty quantification—0
Distributed Gaussian Processes—0
Distributed Generalized Cross-Validation for Divide-and-Conquer Kernel Ridge Regression and its Asymptotic Optimality—0
Bayesian Modeling of TVP-VARs Using Regression Trees—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
Bayesian Model Selection Methods for Mutual and Symmetric k-Nearest Neighbor Classification—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
Bayesian Neural Networks: An Introduction and Survey—0
Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning—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