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Papers

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Showing 1251–1260 of 9424 papers

Title	Date	Tasks	Status	Hype
Private Linear Regression with Differential Privacy and PAC Privacy	Dec 3, 2024	Privacy Preservingregression	—Unverified	0
Sample Efficient Robot Learning in Supervised Effect Prediction Tasks	Dec 3, 2024	Active LearningDiversity	—Unverified	0
Representation and Regression Problems in Neural Networks: Relaxation, Generalization, and Numerics	Dec 2, 2024	Generalization Boundsregression	—Unverified	0
A Note on Estimation Error Bound and Grouping Effect of Transfer Elastic Net	Dec 2, 2024	regressionTransfer Learning	—Unverified	0
Locally robust semiparametric estimation of sample selection models without exclusion restrictions	Dec 2, 2024	regression	—Unverified	0
Iterative Distributed Multinomial Regression	Dec 2, 2024	Computational EfficiencyDistributed Computing	CodeCode Available	0
Spatial Conformal Inference through Localized Quantile Regression	Dec 2, 2024	Conformal PredictionPrediction	—Unverified	0
Thermal Vision: Pioneering Non-Invasive Temperature Tracking in Congested Spaces	Dec 1, 2024	Face Detectionregression	—Unverified	0
Contextual Bandits in Payment Processing: Non-uniform Exploration and Supervised Learning at Adyen	Nov 30, 2024	Multi-Armed Banditsregression	—Unverified	0
Density-Calibrated Conformal Quantile Regression	Nov 29, 2024	PredictionPrediction Intervals	—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