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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 801–810 of 9424 papers

Title	Date	Tasks	Status	Hype
A Graph-Based Approach for Active Learning in Regression	Jan 30, 2020	Active Learningregression	—Unverified	0
Active Regression by Stratification	Oct 22, 2014	Active LearningGeneral Classification	—Unverified	0
Gram-Gauss-Newton Method: Learning Overparameterized Neural Networks for Regression Problems	May 28, 2019	regressionSecond-order methods	—Unverified	0
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning	May 25, 2024	GPUregression	—Unverified	0
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting	Jun 17, 2021	regression	—Unverified	0
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning	Jun 9, 2021	BIG-bench Machine LearningDeep Learning	—Unverified	0
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation	Feb 4, 2020	regressionUnity	—Unverified	0
Agnostic Sample Compression Schemes for Regression	Oct 3, 2018	Open-Ended Question Answeringregression	—Unverified	0
Active Output Selection Strategies for Multiple Learning Regression Models	Nov 29, 2020	Active Learningregression	—Unverified	0
Agnostic Proper Learning of Halfspaces under Gaussian Marginals	Feb 10, 2021	regression	—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