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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1221–1230 of 9424 papers

Title	Date	Tasks	Status	Hype
Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression	Mar 20, 2024	feature selectionGaussian Processes	—Unverified	0
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation	Mar 20, 2024	3D Hand Pose EstimationHand Pose Estimation	—Unverified	0
Modal Analysis of Spatiotemporal Data via Multivariate Gaussian Process Regression	Mar 19, 2024	regression	—Unverified	0
VQ-NeRV: A Vector Quantized Neural Representation for Videos	Mar 19, 2024	Denoisingregression	CodeCode Available	1
Inflation Target at Risk: A Time-varying Parameter Distributional Regression	Mar 19, 2024	regression	—Unverified	0
Tighter Confidence Bounds for Sequential Kernel Regression	Mar 19, 2024	Decision Makingregression	—Unverified	0
An Alternative Graphical Lasso Algorithm for Precision Matrices	Mar 19, 2024	regression	—Unverified	0
Neural Parameter Regression for Explicit Representations of PDE Solution Operators	Mar 19, 2024	Computational EfficiencyOperator learning	—Unverified	0
Approximation of RKHS Functionals by Neural Networks	Mar 18, 2024	regressionTime Series	—Unverified	0
PETScML: Second-order solvers for training regression problems in Scientific Machine Learning	Mar 18, 2024	Deep Learningregression	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified