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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 41–50 of 9424 papers

Title	Date	Tasks	Status	Hype
Differentially Private Sparse Linear Regression with Heavy-tailed Responses	Jun 7, 2025	regression	—Unverified	0
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization	Jun 6, 2025	regressionvalid	CodeCode Available	0
Membership Inference Attacks for Unseen Classes	Jun 6, 2025	quantile regressionregression	—Unverified	0
When can in-context learning generalize out of task distribution?	Jun 5, 2025	DiversityIn-Context Learning	—Unverified	0
Counterfactual reasoning: an analysis of in-context emergence	Jun 5, 2025	counterfactualCounterfactual Reasoning	CodeCode Available	0
Structure-Aware Radar-Camera Depth Estimation	Jun 5, 2025	Depth EstimationMonocular Depth Estimation	—Unverified	0
Distributional encoding for Gaussian process regression with qualitative inputs	Jun 5, 2025	Bayesian OptimizationMulti-Task Learning	—Unverified	0
Privacy Amplification Through Synthetic Data: Insights from Linear Regression	Jun 5, 2025	regression	—Unverified	0
Latent Variable Autoregression with Exogenous Inputs	Jun 4, 2025	regression	—Unverified	0
DrSR: LLM based Scientific Equation Discovery with Dual Reasoning from Data and Experience	Jun 4, 2025	Efficient ExplorationEquation Discovery	—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