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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2681–2690 of 9424 papers

Title	Date	Tasks	Status	Hype
Shapley variable importance cloud for machine learning models	Dec 16, 2022	Interpretable Machine Learningregression	—Unverified	0
Variable Clustering via Distributionally Robust Nodewise Regression	Dec 15, 2022	Clusteringregression	—Unverified	0
Robustness Evaluation of Regression Tasks with Skewed Domain Preferences	Dec 15, 2022	regression	—Unverified	0
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query	Dec 15, 2022	regression	CodeCode Available	1
Transformers learn in-context by gradient descent	Dec 15, 2022	In-Context LearningMeta-Learning	CodeCode Available	2
ExReg: Wide-range Photo Exposure Correction via a Multi-dimensional Regressor with Attention	Dec 14, 2022	DecoderExposure Correction	—Unverified	0
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates	Dec 14, 2022	regression	—Unverified	0
Approximating Optimal Estimation of Time Offset Synchronization with Temperature Variations	Dec 14, 2022	regression	—Unverified	0
On LASSO for High Dimensional Predictive Regression	Dec 14, 2022	regressionTime Series	—Unverified	0
Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation	Dec 13, 2022	PredictionPrediction Intervals	CodeCode Available	1

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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