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Papers

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Showing 2121–2130 of 9424 papers

Title	Date	Tasks	Status	Hype
Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression	Jun 1, 2023	Contrastive LearningData Augmentation	—Unverified	0
Inference in Predictive Quantile Regressions	Jun 1, 2023	quantile regressionregression	—Unverified	0
Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression Tasks	Jun 1, 2023	Density EstimationDisparity Estimation	CodeCode Available	0
Better Private Linear Regression Through Better Private Feature Selection	Jun 1, 2023	Decision Makingfeature selection	—Unverified	0
Sharded Bayesian Additive Regression Trees	Jun 1, 2023	regression	—Unverified	0
StyleGAN knows Normal, Depth, Albedo, and More	Jun 1, 2023	regression	—Unverified	0
Information Fusion via Symbolic Regression: A Tutorial in the Context of Human Health	May 31, 2023	Nutritionregression	—Unverified	0
A data-driven analysis on the mediation effect of compartment models between control measures and COVID-19 epidemics	May 31, 2023	regression	—Unverified	0
Fine-grained analysis of non-parametric estimation for pairwise learning	May 31, 2023	regression	—Unverified	0
Label Embedding via Low-Coherence Matrices	May 31, 2023	ClassificationDimensionality Reduction	—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