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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1581–1590 of 9424 papers

Title	Date	Tasks	Status	Hype
CATE Lasso: Conditional Average Treatment Effect Estimation with High-Dimensional Linear Regression	Oct 25, 2023	Causal Inferenceregression	—Unverified	0
Cauchy Loss Function: Robustness Under Gaussian and Cauchy Noise	Feb 14, 2023	regression	—Unverified	0
An Efficient Augmented Lagrangian Based Method for Constrained Lasso	Mar 12, 2019	BIG-bench Machine Learningregression	—Unverified	0
Causal Additive Models with Unobserved Causal Paths and Backdoor Paths	Feb 11, 2025	Additive modelsCausal Discovery	—Unverified	0
Causal Analysis and Prediction of Human Mobility in the U.S. during the COVID-19 Pandemic	Nov 24, 2021	regressionTime Series Analysis	—Unverified	0
Causal Contrastive Learning for Counterfactual Regression Over Time	Jun 1, 2024	Causal InferenceContrastive Learning	—Unverified	0
Causal Discovery from Sparse Time-Series Data Using Echo State Network	Jan 9, 2022	Causal Discoveryregression	—Unverified	0
Causal Discovery with Continuous Additive Noise Models	Sep 26, 2013	Causal Discoveryregression	—Unverified	0
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data	Oct 16, 2023	counterfactualEpidemiology	—Unverified	0
A Directional Rockafellar-Uryasev Regression	Nov 4, 2024	Fairnessregression	—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