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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2501–2510 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Convex block-sparse linear regression with expanders -- provably	Mar 21, 2016	regression	—Unverified	0	0
Convex and Nonconvex Sublinear Regression with Application to Data-driven Learning of Reach Sets	Oct 4, 2022	regression	—Unverified	0	0
A Simplified Analysis of SGD for Linear Regression with Weight Averaging	Jun 18, 2025	regressionScheduling	—Unverified	0	0
A Greedy Search Tree Heuristic for Symbolic Regression	Jan 4, 2018	regressionSymbolic Regression	—Unverified	0	0
Active Regression via Linear-Sample Sparsification	Nov 27, 2017	Active Learningregression	—Unverified	0	0
Accuracy of the Epic Sepsis Prediction Model in a Regional Health System	Feb 19, 2019	regression	—Unverified	0	0
Automated Cardiovascular Record Retrieval by Multimodal Learning between Electrocardiogram and Clinical Report	Apr 13, 2023	Diagnosticregression	—Unverified	0	0
A simple DNN regression for the chemical composition in essential oil	Dec 17, 2024	Experimental Designregression	—Unverified	0	0
Convergent Fitted Value Iteration with Linear Function Approximation	Dec 1, 2011	regression	—Unverified	0	0
Convergence rates of sub-sampled Newton methods	Dec 1, 2015	Active LearningBinary Classification	—Unverified	0	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