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Papers

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Showing 601–610 of 9424 papers

Title	Date	Tasks	Status	Hype
Refined Risk Bounds for Unbounded Losses via Transductive Priors	Oct 29, 2024	Denoisingregression	—Unverified	0
Minimax optimality of deep neural networks on dependent data via PAC-Bayes bounds	Oct 29, 2024	regression	—Unverified	0
Node Regression on Latent Position Random Graphs via Local Averaging	Oct 29, 2024	Graph RegressionNode Regression	—Unverified	0
High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation	Oct 28, 2024	regression	CodeCode Available	0
A Distributed Lag Approach to the Generalised Dynamic Factor Model (GDFM)	Oct 28, 2024	regression	—Unverified	0
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models	Oct 28, 2024	Computational EfficiencyFeature Importance	CodeCode Available	2
Embedded Nonlocal Operator Regression (ENOR): Quantifying model error in learning nonlocal operators	Oct 27, 2024	Bayesian Inferenceregression	—Unverified	0
Predicting Mortality and Functional Status Scores of Traumatic Brain Injury Patients using Supervised Machine Learning	Oct 27, 2024	Decision Makingfeature selection	—Unverified	0
Understanding the Effect of GCN Convolutions in Regression Tasks	Oct 26, 2024	regression	—Unverified	0
On the Gaussian process limit of Bayesian Additive Regression Trees	Oct 26, 2024	regression	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