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Papers

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Showing 591–600 of 9424 papers

Title	Date	Tasks	Status	Hype
Graph Neural Network for Large-Scale Network Localization	Oct 22, 2020	Graph Neural Networkregression	CodeCode Available	1
Learning Invariances in Neural Networks	Oct 22, 2020	image-classificationImage Classification	CodeCode Available	1
Learning from Suboptimal Demonstration via Self-Supervised Reward Regression	Oct 17, 2020	regression	CodeCode Available	1
Quantile regression with deep ReLU Networks: Estimators and minimax rates	Oct 16, 2020	quantile regressionregression	CodeCode Available	1
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting	Oct 16, 2020	Meta-Learningregression	CodeCode Available	1
Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces	Oct 16, 2020	Gaussian Processesregression	CodeCode Available	1
Decomposing non-stationary signals with time-varying wave-shape functions	Oct 14, 2020	Computational Efficiencyregression	CodeCode Available	1
Learning Deep Features in Instrumental Variable Regression	Oct 14, 2020	regression	CodeCode Available	1
Task Decoupled Knowledge Distillation For Lightweight Face Detectors	Oct 14, 2020	Face DetectionKnowledge Distillation	CodeCode Available	1
VEST: Automatic Feature Engineering for Forecasting	Oct 14, 2020	Feature Engineeringfeature selection	CodeCode Available	1

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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