regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7251–7275 of 9424 papers

Title	Date	Tasks	Status	Hype
3D Human Body Reconstruction from a Single Image via Volumetric Regression	Sep 11, 2018	3D geometryregression	—Unverified	0
Tuning metaheuristics by sequential optimization of regression models	Sep 11, 2018	Multiobjective Optimizationregression	—Unverified	0
Near real-time enumeration of live and dead bacteria using a fibre-based spectroscopic device	Sep 10, 2018	regression	—Unverified	0
Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting	Sep 10, 2018	Load Forecastingquantile regression	—Unverified	0
Does Your Phone Know Your Touch?	Sep 10, 2018	Anomaly DetectionPosition	—Unverified	0
Performance Metrics (Error Measures) in Machine Learning Regression, Forecasting and Prognostics: Properties and Typology	Sep 9, 2018	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Selective Refinement Network for High Performance Face Detection	Sep 7, 2018	Face DetectionGeneral Classification	CodeCode Available	0
Gaussian Process Regression for Binned Data	Sep 6, 2018	regression	—Unverified	0
Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs	Sep 1, 2018	regressionvalid	CodeCode Available	0
Stock price prediction using support vector regression on daily and up to the minute prices	Sep 1, 2018	BIG-bench Machine LearningManagement	—Unverified	0
A Deeply-initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment	Sep 1, 2018	Face AlignmentFace Model	CodeCode Available	0
Bi-box Regression for Pedestrian Detection and Occlusion Estimation	Sep 1, 2018	Occlusion EstimationPedestrian Detection	—Unverified	0
Deep Regression Tracking with Shrinkage Loss	Sep 1, 2018	regression	CodeCode Available	0
Point-to-Point Regression PointNet for 3D Hand Pose Estimation	Sep 1, 2018	3D Hand Pose EstimationHand Pose Estimation	—Unverified	0
Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression	Sep 1, 2018	Gaze Estimationregression	—Unverified	0
HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision	Sep 1, 2018	Hand Pose EstimationPose Estimation	—Unverified	0
SOD-MTGAN: Small Object Detection via Multi-Task Generative Adversarial Network	Sep 1, 2018	Generative Adversarial NetworkObject	—Unverified	0
Linear regression analysis of template aging in iris biometrics	Sep 1, 2018	Iris Recognitionregression	—Unverified	0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling	Aug 31, 2018	Binary ClassificationEvolutionary Algorithms	CodeCode Available	0
Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator	Aug 30, 2018	regression	CodeCode Available	0
Symbolic regression based genetic approximations of the Colebrook equation for flow friction	Aug 29, 2018	Frictionregression	—Unverified	0
Nonlinear regression based on a hybrid quantum computer	Aug 29, 2018	BIG-bench Machine LearningQuantum Machine Learning	—Unverified	0
DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model	Aug 28, 2018	Head Pose EstimationPose Estimation	—Unverified	0
Extracting Epistatic Interactions in Type 2 Diabetes Genome-Wide Data Using Stacked Autoencoder	Aug 28, 2018	regression	—Unverified	0
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems	Aug 27, 2018	Multi-Task Learningquantile regression	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