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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4061–4070 of 9424 papers

Title	Date	Tasks	Status	Hype
Directional Bias Helps Stochastic Gradient Descent to Generalize in Nonparametric Model	Sep 29, 2021	regression	—Unverified	0
Loss meta-learning for forecasting	Sep 29, 2021	Few-Shot LearningMeta-Learning	—Unverified	0
Synthetic Reduced Nearest Neighbor Model for Regression	Sep 29, 2021	Binary Classificationmodel	—Unverified	0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data	Sep 29, 2021	Data AugmentationGeneralization Bounds	—Unverified	0
Modelling neuronal behaviour with time series regression: Recurrent Neural Networks on synthetic C. elegans data	Sep 29, 2021	Benchmarkingregression	—Unverified	0
Diverse and Consistent Multi-view Networks for Semi-supervised Regression	Sep 29, 2021	DiversityMULTI-VIEW LEARNING	—Unverified	0
Dive Deeper Into Integral Pose Regression	Sep 29, 2021	Hand Pose EstimationPose Estimation	—Unverified	0
Learning to Estimate Epistemic Uncertainty in Neural Networks	Sep 29, 2021	regressionUncertainty Quantification	—Unverified	0
STORM: Sketch Toward Online Risk Minimization	Sep 29, 2021	Classificationregression	—Unverified	0
D-CODE: Discovering Closed-form ODEs from Observed Trajectories	Sep 29, 2021	Formregression	—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