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Papers

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Showing 831–840 of 9424 papers

Title	Date	Tasks	Status	Hype
Active Learning with Statistical Models	Mar 1, 1996	Active Learningregression	—Unverified	0
Double Descent Risk and Volume Saturation Effects: A Geometric Perspective	Jun 8, 2020	Model Selectionregression	—Unverified	0
Active Learning via Regression Beyond Realizability	May 31, 2025	Active Learningregression	—Unverified	0
Scalable Holistic Linear Regression	Feb 8, 2019	regression	—Unverified	0
A robust low data solution: dimension prediction of semiconductor nanorods	Oct 27, 2020	Predictionregression	—Unverified	0
A Robust Regression Approach for Background/Foreground Segmentation	Dec 16, 2014	ClusteringForeground Segmentation	—Unverified	0
A Robust Regression Approach for Robot Model Learning	Aug 23, 2019	modelOutlier Detection	—Unverified	0
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation	Jul 9, 2020	Active LearningClassification	—Unverified	0
A Generic Regression Framework for Pose Recognition on Color and Depth Images	Sep 23, 2017	General ClassificationObject Recognition	—Unverified	0
A risk measurement approach from risk-averse stochastic optimization of score functions	Aug 31, 2022	regressionStochastic Optimization	—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