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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 851–860 of 9424 papers

Title	Date	Tasks	Status	Hype
Efficient Decision Trees for Tensor Regressions	Aug 4, 2024	regression	—Unverified	0
A Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework	Jul 5, 2018	quantile regressionregression	—Unverified	0
A Simple and Adaptive Confidence Interval when Nuisance Parameters Satisfy an Inequality	Sep 16, 2024	regressionvalid	—Unverified	0
A General Method for Robust Bayesian Modeling	Oct 17, 2015	regressionTopic Models	—Unverified	0
A Generalized Weighted Optimization Method for Computational Learning and Inversion	Jan 23, 2022	regression	—Unverified	0
Active Learning Improves Performance on Symbolic RegressionTasks in StackGP	Feb 9, 2022	Active Learningregression	—Unverified	0
A Generalized Weighted Loss for SVC and MLP	Feb 22, 2023	Binary ClassificationClassification	—Unverified	0
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression	Nov 18, 2016	regressionStochastic Optimization	—Unverified	0
Active Learning for Regression with Aggregated Outputs	Oct 4, 2022	Active LearningGaussian Processes	—Unverified	0
Acceleration through spectral density estimation	Jan 1, 2020	Density Estimationregression	—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