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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 591–600 of 9424 papers

Title	Date	Tasks	Status	Hype
An Intuitive Tutorial to Gaussian Process Regression	Sep 22, 2020	BIG-bench Machine LearningGaussian Processes	CodeCode Available	1
Deep Regression on Manifolds: A 3D Rotation Case Study	Mar 30, 2021	regression	CodeCode Available	1
Deep Regression Unlearning	Oct 15, 2022	Inference AttackMachine Unlearning	CodeCode Available	1
Deep State-Space Gaussian Processes	Aug 11, 2020	Gaussian Processesregression	CodeCode Available	1
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients	Dec 10, 2019	regressionReinforcement Learning	CodeCode Available	1
Deep transfer operator learning for partial differential equations under conditional shift	Apr 20, 2022	Domain AdaptationOperator learning	CodeCode Available	1
Deletion and Insertion Tests in Regression Models	May 25, 2022	Additive modelsExplainable Artificial Intelligence (XAI)	CodeCode Available	1
Delving into Deep Imbalanced Regression	Feb 18, 2021	Deep imbalanced regressionregression	CodeCode Available	1
An information criterion for automatic gradient tree boosting	Aug 13, 2020	Model Selectionregression	CodeCode Available	1
A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding Box	Apr 15, 2020	regression	CodeCode Available	1

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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