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regression

Papers

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Showing 4426–4450 of 9424 papers

TitleStatusHype
Stateful Strategic Regression—0
How to Evaluate Uncertainty Estimates in Machine Learning for Regression?—0
Learning a performance metric of Buchberger's algorithmCode0
Pointwise visual field estimation from optical coherence tomography in glaucoma: a structure-function analysis using deep learning—0
The Fine-Grained Hardness of Sparse Linear Regression—0
Linear Rescaling to Accurately Interpret Logarithms—0
SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and ReconstructionCode1
COVID-19 cases prediction using regression and novel SSM model for non-converged countries—0
Credit spread approximation and improvement using random forest regression—0
Adiabatic Quantum Feature Selection for Sparse Linear Regression—0
Out-of-Distribution Generalization in Kernel RegressionCode0
Materials Representation and Transfer Learning for Multi-Property PredictionCode1
Minimax Optimal Regression over Sobolev Spaces via Laplacian Regularization on Neighborhood Graphs—0
Linear regression with partially mismatched data: local search with theoretical guarantees—0
Three-dimensional Epanechnikov mixture regression in image coding—0
Bayesian Inference for Gamma Models—0
The Earth Mover's Pinball Loss: Quantiles for Histogram-Valued RegressionCode0
Gradient Boosted Binary Histogram Ensemble for Large-scale Regression—0
Gaussian Processes on Hypergraphs—0
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence—0
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning—0
Machine learning models for DOTA 2 outcomes predictionCode1
Probabilistic Gradient Boosting Machines for Large-Scale Probabilistic RegressionCode1
OctoPath: An OcTree Based Self-Supervised Learning Approach to Local Trajectory Planning for Mobile Robots—0
Field Estimation using Robotic Swarms through Bayesian Regression and Mean-Field Feedback—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