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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4011–4020 of 9424 papers

Title	Date	Tasks	Status	Hype
Synergistic Offline-Online Control Synthesis via Local Gaussian Process Regression	Oct 11, 2021	regression	—Unverified	0
Disturbing Target Values for Neural Network Regularization	Oct 11, 2021	L2 Regularizationregression	CodeCode Available	0
Modeling of Pan Evaporation Based on the Development of Machine Learning Methods	Oct 10, 2021	BIG-bench Machine LearningManagement	—Unverified	0
Universal Adversarial Attacks on Neural Networks for Power Allocation in a Massive MIMO System	Oct 10, 2021	regression	—Unverified	0
X-model: Improving Data Efficiency in Deep Learning with A Minimax Model	Oct 9, 2021	Age Estimationmodel	—Unverified	0
Fair Regression under Sample Selection Bias	Oct 8, 2021	AttributeFairness	—Unverified	0
Mixability made efficient: Fast online multiclass logistic regression	Oct 8, 2021	regression	—Unverified	0
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks	Oct 8, 2021	Adversarial RobustnessInductive Bias	CodeCode Available	1
Time Series Forecasting Using Manifold Learning	Oct 7, 2021	EEGElectroencephalogram (EEG)	—Unverified	0
Investigating Growth at Risk Using a Multi-country Non-parametric Quantile Factor Model	Oct 7, 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