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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4291–4300 of 9424 papers

Title	Date	Tasks	Status	Hype
Nonparametric Regression with Shallow Overparameterized Neural Networks Trained by GD with Early Stopping	Jul 12, 2021	regression	—Unverified	0
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving	Jul 11, 2021	Autonomous DrivingDecision Making	CodeCode Available	0
Machine Learning based CVD Virtual Metrology in Mass Produced Semiconductor Process	Jul 11, 2021	BIG-bench Machine Learningfeature selection	—Unverified	0
Meta-aprendizado para otimizacao de parametros de redes neurais	Jul 10, 2021	Meta-Learningregression	—Unverified	0
Goal scoring in Premier League with Poisson regression	Jul 10, 2021	regressionRelation	—Unverified	0
Cluster Regularization via a Hierarchical Feature Regression	Jul 10, 2021	regression	—Unverified	0
Gaussian Process Subspace Regression for Model Reduction	Jul 9, 2021	modelModel Selection	CodeCode Available	0
Learning-Based Nonlinear H^ Control via Game-Theoretic Differential Dynamic Programming	Jul 9, 2021	regression	—Unverified	0
The unreasonable effectiveness of optimal transport in economics	Jul 9, 2021	Discrete Choice Modelsquantile regression	—Unverified	0
The Bayesian Learning Rule	Jul 9, 2021	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