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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3791–3800 of 9424 papers

Title	Date	Tasks	Status	Hype
Structure-Preserving Learning Using Gaussian Processes and Variational Integrators	Dec 10, 2021	Gaussian Processesregression	—Unverified	0
Multi-objective simulation optimization of the adhesive bonding process of materials	Dec 9, 2021	Bayesian Optimizationregression	—Unverified	0
On the Relation between Prediction and Imputation Accuracy under Missing Covariates	Dec 9, 2021	BIG-bench Machine LearningImputation	—Unverified	0
Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection	Dec 9, 2021	3D Object DetectionMonocular 3D Object Detection	CodeCode Available	1
IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo	Dec 9, 2021	regression	CodeCode Available	1
Regularized Modal Regression on Markov-dependent Observations: A Theoretical Assessment	Dec 9, 2021	Learning Theoryregression	—Unverified	0
Differentially Private Ensemble Classifiers for Data Streams	Dec 9, 2021	regression	CodeCode Available	0
Autoregressive Quantile Flows for Predictive Uncertainty Estimation	Dec 9, 2021	Density Estimationobject-detection	—Unverified	0
Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression	Dec 8, 2021	regression	—Unverified	0
DMRVisNet: Deep Multi-head Regression Network for Pixel-wise Visibility Estimation Under Foggy Weather	Dec 8, 2021	Decision MakingManagement	—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