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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 861–870 of 9424 papers

Title	Date	Tasks	Status	Hype
A Generalized Representer Theorem for Hilbert Space - Valued Functions	Sep 19, 2018	Decision Makingregression	—Unverified	0
Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing	Aug 15, 2022	ClassificationGeneral Classification	—Unverified	0
A generalized quadratic loss for SVM and Deep Neural Networks	Feb 15, 2021	Binary Classificationregression	—Unverified	0
Active learning for regression in engineering populations: A risk-informed approach	Sep 6, 2024	Active Learningregression	—Unverified	0
3D Pose Regression using Convolutional Neural Networks	Aug 18, 2017	3D Pose EstimationAutonomous Navigation	—Unverified	0
Regression from Dependent Observations	May 8, 2019	regression	—Unverified	0
A spectral least-squares-type method for heavy-tailed corrupted regression with unknown covariance \& heterogeneous noise	Sep 6, 2022	regression	—Unverified	0
A Generalized Online Mirror Descent with Applications to Classification and Regression	Apr 10, 2013	General Classificationregression	—Unverified	0
A Generalized Meta-loss function for regression and classification using privileged information	Nov 16, 2018	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networks	Mar 22, 2024	Active 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