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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1191–1200 of 9424 papers

Title	Date	Tasks	Status	Hype
A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data	Feb 11, 2020	ClassificationGeneral Classification	—Unverified	0
3D Facial Expression Reconstruction using Cascaded Regression	Dec 10, 2017	regression	—Unverified	0
Non-asymptotic model selection in block-diagonal mixture of polynomial experts models	Apr 18, 2021	Mixture-of-ExpertsModel Selection	—Unverified	0
A non-asymptotic distributional theory of approximate message passing for sparse and robust regression	Jan 8, 2024	regression	—Unverified	0
A convex optimization formulation for multivariate regression	Dec 1, 2020	Multi-Task Learningregression	—Unverified	0
Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective	Nov 3, 2023	Density Estimationquantile regression	—Unverified	0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed	Sep 25, 2019	Computational Efficiencyregression	—Unverified	0
Anomaly Detection by Robust Statistics	Jul 31, 2017	Anomaly DetectionClustering	—Unverified	0
Adversarial robust weighted Huber regression	Feb 22, 2021	regression	—Unverified	0
A Bayesian Lasso based Sparse Learning Model	Aug 20, 2019	Compressive Sensingmodel	—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