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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4331–4340 of 9424 papers

Title	Date	Tasks	Status	Hype
Polarized Self-Attention: Towards High-quality Pixel-wise Regression	Jul 2, 2021	2D Pose EstimationKeypoint Detection	CodeCode Available	1
Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data	Jul 1, 2021	Benchmarkingregression	—Unverified	0
Machine learning based iterative learning control for non-repetitive time-varying systems	Jul 1, 2021	BIG-bench Machine Learningregression	—Unverified	0
Valid prediction intervals for regression problems	Jul 1, 2021	Conformal PredictionPrediction	CodeCode Available	1
Ethical AI-Powered Regression Test Selection	Jun 30, 2021	Decision MakingDiversity	—Unverified	0
Active-set algorithms based statistical inference for shape-restricted generalized additive Cox regression models	Jun 29, 2021	regression	—Unverified	0
Using Robust Regression to Find Font Usage Trends	Jun 29, 2021	regression	—Unverified	0
Evolving-Graph Gaussian Processes	Jun 29, 2021	Gaussian Processesregression	CodeCode Available	0
A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points	Jun 29, 2021	Federated Learningglobal-optimization	—Unverified	0
Counterfactual Explanations for Arbitrary Regression Models	Jun 29, 2021	Bayesian Optimisationcounterfactual	—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