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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1511–1520 of 9424 papers

Title	Date	Tasks	Status	Hype
Best Subset Selection via a Modern Optimization Lens	Jul 11, 2015	regressionSparse Learning	—Unverified	0
Building a Legal Dialogue System: Development Process, Challenges and Opportunities	Sep 1, 2021	regression	—Unverified	0
An implicit function learning approach for parametric modal regression	Feb 14, 2020	regression	—Unverified	0
BUT QUESST 2014 System Description	Oct 16, 2014	Dynamic Time WarpingKeyword Spotting	—Unverified	0
Simultaneous Best Subset Selection and Dimension Reduction via Primal-Dual Iterations	Nov 29, 2022	Dimensionality Reductionregression	—Unverified	0
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability	Mar 28, 2020	Multi-Armed Banditsregression	—Unverified	0
Byzantine Fault Tolerant Distributed Linear Regression	Mar 20, 2019	Distributed Optimizationregression	—Unverified	0
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression	Dec 1, 2018	regression	—Unverified	0
An Improved Approach for Prediction of Parkinson's Disease using Machine Learning Techniques	Oct 26, 2016	BIG-bench Machine LearningDiagnostic	—Unverified	0
An Efficient Augmented Lagrangian Based Method for Constrained Lasso	Mar 12, 2019	BIG-bench Machine Learningregression	—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