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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4301–4310 of 9424 papers

Title	Date	Tasks	Status	Hype
Batch Inverse-Variance Weighting: Deep Heteroscedastic Regression	Jul 9, 2021	regression	—Unverified	0
Scaling Gaussian Processes with Derivative Information Using Variational Inference	Jul 8, 2021	Bayesian OptimizationGaussian Processes	—Unverified	0
A Dataset and Method for Hallux Valgus Angle Estimation Based on Deep Learing	Jul 8, 2021	Pose Estimationregression	—Unverified	0
Adaptive Stress Testing for Adversarial Learning in a Financial Environment	Jul 8, 2021	Fraud Detectionregression	—Unverified	0
Identification and Adaptation with Binary-Valued Observations under Non-Persistent Excitation Condition	Jul 8, 2021	parameter estimationregression	—Unverified	0
Harnessing Heterogeneity: Learning from Decomposed Feedback in Bayesian Modeling	Jul 7, 2021	Gaussian Processesregression	—Unverified	0
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis	Jul 7, 2021	Managementregression	—Unverified	0
Probabilistic partition of unity networks: clustering based deep approximation	Jul 7, 2021	ClusteringProbabilistic Deep Learning	—Unverified	0
Dynamic Ordered Panel Logit Models	Jul 7, 2021	regressionvalid	—Unverified	0
Robust Variable Selection and Estimation Via Adaptive Elastic Net S-Estimators for Linear Regression	Jul 7, 2021	regressionVariable Selection	CodeCode Available	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