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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4051–4060 of 9424 papers

Title	Date	Tasks	Status	Hype
Hot-Refresh Model Upgrades with Regression-Free Compatible Training in Image Retrieval	Sep 29, 2021	Image Retrievalregression	—Unverified	0
Towards simple time-to-event modeling: optimizing neural networks via rank regression	Sep 29, 2021	regressionRepresentation Learning	—Unverified	0
Treatment effect estimation with confounder balanced instrumental variable regression	Sep 29, 2021	regression	—Unverified	0
Short optimization paths lead to good generalization	Sep 29, 2021	BIG-bench Machine Learningregression	—Unverified	0
An Improved Composite Functional Gradient Learning by Wasserstein Regularization for Generative adversarial networks	Sep 29, 2021	Image Generationregression	—Unverified	0
Lifting Imbalanced Regression with Self-Supervised Learning	Sep 29, 2021	imbalanced classificationregression	—Unverified	0
Distribution-Driven Disjoint Prediction Intervals for Deep Learning	Sep 29, 2021	Deep LearningPrediction	—Unverified	0
Bayesian Imbalanced Regression Debiasing	Sep 29, 2021	Age Estimationimbalanced classification	—Unverified	0
Directional Bias Helps Stochastic Gradient Descent to Generalize in Nonparametric Model	Sep 29, 2021	regression	—Unverified	0
Propagating Distributions through Neural Networks	Sep 29, 2021	Predictionregression	—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