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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4311–4320 of 9424 papers

Title	Date	Tasks	Status	Hype
Probabilistic partition of unity networks: clustering based deep approximation	Jul 7, 2021	ClusteringProbabilistic Deep Learning	—Unverified	0
Identification of Dynamical Systems using Symbolic Regression	Jul 6, 2021	regressionSymbolic Regression	—Unverified	0
An Inverse QSAR Method Based on Linear Regression and Integer Programming	Jul 6, 2021	regression	—Unverified	0
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs	Jul 6, 2021	Anomaly DetectionBayesian Inference	CodeCode Available	0
Weighted Gaussian Process Bandits for Non-stationary Environments	Jul 6, 2021	regression	—Unverified	0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal Data	Jul 6, 2021	Change Point DetectionData Augmentation	CodeCode Available	0
Inferring the Structure of Ordinary Differential Equations	Jul 5, 2021	regressionSymbolic Regression	—Unverified	0
Near-optimal inference in adaptive linear regression	Jul 5, 2021	Active Learningregression	—Unverified	0
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination	Jul 5, 2021	Decision MakingMulti-Armed Bandits	—Unverified	0
Meta-learning Amidst Heterogeneity and Ambiguity	Jul 5, 2021	Meta-Learningregression	CodeCode Available	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