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regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3871–3880 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
An Homotopy Algorithm for the Lasso with Online Observations	Dec 1, 2008	compressed sensingDenoising	—Unverified	0	0
Adversarial Bi-Regressor Network for Domain Adaptive Regression	Sep 20, 2022	Domain Adaptationregression	—Unverified	0	0
Enhancing Model Interpretability and Accuracy for Disease Progression Prediction via Phenotype-Based Patient Similarity Learning	Sep 26, 2019	regression	—Unverified	0	0
Gradient Descent Converges Linearly for Logistic Regression on Separable Data	Jun 26, 2023	regression	—Unverified	0	0
Ridge Regression with Over-Parametrized Two-Layer Networks Converge to Ridgelet Spectrum	Jul 7, 2020	Inductive BiasNumerical Integration	—Unverified	0	0
Gradient Descent Finds Over-Parameterized Neural Networks with Sharp Generalization for Nonparametric Regression	Nov 5, 2024	regression	—Unverified	0	0
Gradient Hard Thresholding Pursuit for Sparsity-Constrained Optimization	Nov 22, 2013	Compressive Sensingparameter estimation	—Unverified	0	0
Gradient Kernel Regression	Apr 13, 2021	regression	—Unverified	0	0
Gradient Sparsification for Communication-Efficient Distributed Optimization	Oct 26, 2017	BIG-bench Machine LearningDistributed Optimization	—Unverified	0	0
Enhancing Microgrid Performance Prediction with Attention-based Deep Learning Models	Jul 20, 2024	Deep LearningLoad Forecasting	—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