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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3141–3150 of 9424 papers

Title	Date	Tasks	Status	Hype
Uncertainty Calibration in Bayesian Neural Networks via Distance-Aware Priors	Jul 17, 2022	regression	—Unverified	0
A Singular Woodbury and Pseudo-Determinant Matrix Identities and Application to Gaussian Process Regression	Jul 16, 2022	regression	CodeCode Available	0
Transfer learning for time series classification using synthetic data generation	Jul 16, 2022	Classificationregression	CodeCode Available	1
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System	Jul 16, 2022	ClusteringCPU	CodeCode Available	1
Towards Lightweight Super-Resolution with Dual Regression Learning	Jul 16, 2022	Image Super-ResolutionModel Compression	CodeCode Available	2
Adaptive Sketches for Robust Regression with Importance Sampling	Jul 16, 2022	regression	—Unverified	0
Adversarial Sign-Corrupted Isotonic Regression	Jul 14, 2022	regression	CodeCode Available	0
Work In Progress: Safety and Robustness Verification of Autoencoder-Based Regression Models using the NNV Tool	Jul 14, 2022	Classificationimage-classification	—Unverified	0
Two-stage differences in differences	Jul 13, 2022	regressionVocal Bursts Valence Prediction	—Unverified	0
Online Active Regression	Jul 13, 2022	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