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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4221–4230 of 9424 papers

Title	Date	Tasks	Status	Hype	Score
Efficient improper learning for online logistic regression	Mar 18, 2020	regression	—Unverified	0	0
Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria	Dec 5, 2022	Experimental Designregression	—Unverified	0	0
Efficient Image Set Classification using Linear Regression based Image Reconstruction	Jan 10, 2017	ClassificationGeneral Classification	—Unverified	0	0
Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification	Jun 1, 2013	Age-Invariant Face RecognitionFace Recognition	—Unverified	0	0
A New Algorithm for Tessellated Kernel Learning	Jun 13, 2020	regression	—Unverified	0	0
Efficient hinging hyperplanes neural network and its application in nonlinear system identification	May 15, 2019	regressionVariable Selection	—Unverified	0	0
Phase transitions in nonparametric regressions	Dec 7, 2021	regression	—Unverified	0	0
A new ADMM algorithm for the Euclidean median and its application to robust patch regression	Jan 16, 2015	DenoisingImage Denoising	—Unverified	0	0
Efficient Gaussian Neural Processes for Regression	Aug 22, 2021	Decision MakingMeta-Learning	—Unverified	0	0
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination	Jul 5, 2021	Decision MakingMulti-Armed Bandits	—Unverified	0	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