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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1271–1280 of 9424 papers

Title	Date	Tasks	Status	Hype
A Consistent and Scalable Algorithm for Best Subset Selection in Single Index Models	Sep 12, 2023	Model Selectionregression	—Unverified	0
Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes	Apr 19, 2019	Meta-Learningregression	—Unverified	0
An Homotopy Algorithm for the Lasso with Online Observations	Dec 1, 2008	compressed sensingDenoising	—Unverified	0
Adversarial Bi-Regressor Network for Domain Adaptive Regression	Sep 20, 2022	Domain Adaptationregression	—Unverified	0
Angular upsampling in diffusion MRI using contextual HemiHex sub-sampling in q-space	Nov 1, 2022	Diffusion MRIregression	—Unverified	0
Adversarial Attention Modeling for Multi-dimensional Emotion Regression	Jul 1, 2019	regression	—Unverified	0
A Conditional Randomization Test for Sparse Logistic Regression in High-Dimension	May 29, 2022	regressionVocal Bursts Intensity Prediction	—Unverified	0
A brief note on understanding neural networks as Gaussian processes	Jul 25, 2021	Gaussian Processesregression	—Unverified	0
Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning	Feb 25, 2020	Causal InferenceMeta-Learning	—Unverified	0
An Extended Multi-Model Regression Approach for Compressive Strength Prediction and Optimization of a Concrete Mixture	Jun 13, 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