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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3651–3660 of 9424 papers

Title	Date	Tasks	Status	Hype
Polynomial convergence of iterations of certain random operators in Hilbert space	Feb 4, 2022	regression	—Unverified	0
Robust Linear Regression for General Feature Distribution	Feb 4, 2022	regression	—Unverified	0
Maximum Likelihood Uncertainty Estimation: Robustness to Outliers	Feb 3, 2022	Depth EstimationMonocular Depth Estimation	CodeCode Available	0
A selective review of sufficient dimension reduction for multivariate response regression	Feb 2, 2022	Dimensionality Reductionregression	—Unverified	0
Fenrir: Physics-Enhanced Regression for Initial Value Problems	Feb 2, 2022	Numerical Integrationparameter estimation	CodeCode Available	0
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference	Feb 2, 2022	Inference AttackMembership Inference Attack	CodeCode Available	0
Communication Efficient Federated Learning for Generalized Linear Bandits	Feb 2, 2022	Federated Learningparameter estimation	—Unverified	0
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems	Feb 2, 2022	Binary ClassificationDecision Making	—Unverified	0
Decoupled IoU Regression for Object Detection	Feb 2, 2022	Objectobject-detection	—Unverified	0
VC-PCR: A Prediction Method based on Supervised Variable Selection and Clustering	Feb 2, 2022	ClusteringPrediction	—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