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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3051–3060 of 9424 papers

Title	Date	Tasks	Status	Hype
Scale invariant process regression: Towards Bayesian ML with minimal assumptions	Aug 22, 2022	Bayesian InferenceGaussian Processes	—Unverified	0
On regression analysis with Padé approximants	Aug 21, 2022	regression	—Unverified	0
Multiple Descent in the Multiple Random Feature Model	Aug 21, 2022	Ensemble Learningmodel	—Unverified	0
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination	Aug 21, 2022	image-classificationImage Classification	—Unverified	0
An ensemble meta-estimator to predict source code testability	Aug 20, 2022	Feature Importanceregression	CodeCode Available	0
Meta Learning for High-dimensional Ising Model Selection Using _1-regularized Logistic Regression	Aug 19, 2022	Meta-LearningModel Selection	—Unverified	0
Game-Theoretic Algorithms for Conditional Moment Matching	Aug 19, 2022	Econometricsregression	—Unverified	0
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm	Aug 19, 2022	Document SummarizationExtractive Document Summarization	—Unverified	0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization	Aug 19, 2022	Generalization BoundsMatrix Completion	—Unverified	0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience	Aug 19, 2022	AttributeDecision Making	—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