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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2771–2780 of 9424 papers

Title	Date	Tasks	Status	Hype
Global quantitative robustness of regression feed-forward neural networks	Nov 18, 2022	regression	—Unverified	0
A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities	Nov 18, 2022	Computational EfficiencyHumanitarian	CodeCode Available	0
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic	Nov 17, 2022	Decision MakingImputation	—Unverified	0
Inadmissibility of the corrected Akaike information criterion	Nov 17, 2022	regression	—Unverified	0
Variable selection for nonlinear Cox regression model via deep learning	Nov 17, 2022	Deep Learningregression	—Unverified	0
On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models	Nov 17, 2022	Causal InferenceEconometrics	—Unverified	0
SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning based on MKTFHE	Nov 17, 2022	Privacy Preservingregression	—Unverified	0
Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning	Nov 16, 2022	ClassificationImage Classification	CodeCode Available	1
Learning linear operators: Infinite-dimensional regression as a well-behaved non-compact inverse problem	Nov 16, 2022	regression	—Unverified	0
SketchySGD: Reliable Stochastic Optimization via Randomized Curvature Estimates	Nov 16, 2022	regressionStochastic Optimization	CodeCode Available	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