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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1831–1840 of 9424 papers

Title	Date	Tasks	Status	Hype
Nonlinear Granger Causality using Kernel Ridge Regression	Sep 10, 2023	regression	CodeCode Available	1
Structural Econometric Estimation of the Basic Reproduction Number for Covid-19 Across U.S. States and Selected Countries	Sep 9, 2023	counterfactualregression	—Unverified	0
Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks	Sep 9, 2023	Bayesian Inferenceregression	—Unverified	0
Online Infinite-Dimensional Regression: Learning Linear Operators	Sep 8, 2023	regression	—Unverified	0
Regret-Optimal Federated Transfer Learning for Kernel Regression with Applications in American Option Pricing	Sep 8, 2023	Adversarial Robustnessregression	CodeCode Available	0
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos	Sep 8, 2023	Decision Makingregression	—Unverified	0
Optimal Rate of Kernel Regression in Large Dimensions	Sep 8, 2023	regression	—Unverified	0
Introducing Thermodynamics-Informed Symbolic Regression -- A Tool for Thermodynamic Equations of State Development	Sep 6, 2023	regressionSymbolic Regression	CodeCode Available	1
Instrumental variable estimation of the proportional hazards model by presmoothing	Sep 5, 2023	quantile regressionregression	—Unverified	0
Linear Regression using Heterogeneous Data Batches	Sep 5, 2023	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