regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8376–8400 of 9424 papers

Title	Date	Tasks	Status
Funneled Bayesian Optimization for Design, Tuning and Control of Autonomous Systems	Oct 2, 2016	Bayesian OptimizationExperimental Design	—Unverified
Tuning parameter calibration for _1-regularized logistic regression	Oct 1, 2016	feature selectionGeneral Classification	—Unverified
Big Data analytics. Three use cases with R, Python and Spark	Sep 30, 2016	Collaborative FilteringManagement	—Unverified
Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) Challenge	Sep 29, 2016	3D Face AlignmentDepth Estimation	CodeCode Available
Sparse principal component regression for generalized linear models	Sep 28, 2016	parameter estimationregression	—Unverified
Robust Regression For Image Binarization Under Heavy Noises and Nonuniform Background	Sep 26, 2016	BinarizationImage Segmentation	—Unverified
Balancing Statistical and Computational Precision: A General Theory and Applications to Sparse Regression	Sep 23, 2016	Astronomyfeature selection	—Unverified
Robust Confidence Intervals in High-Dimensional Left-Censored Regression	Sep 22, 2016	regressionVocal Bursts Intensity Prediction	—Unverified
Convolutional aggregation of local evidence for large pose face alignment	Sep 21, 2016	Face AlignmentFace Detection	—Unverified
Partial Least Squares Regression on Riemannian Manifolds and Its Application in Classifications	Sep 21, 2016	General Classificationregression	—Unverified
Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery	Sep 21, 2016	regression	—Unverified
Boosting Factor-Specific Functional Historical Models for the Detection of Synchronisation in Bioelectrical Signals	Sep 20, 2016	EEGElectroencephalogram (EEG)	CodeCode Available
Conformalized Kernel Ridge Regression	Sep 19, 2016	Anomaly Detectionregression	—Unverified
Random Forests versus Neural Networks - What's Best for Camera Localization?	Sep 19, 2016	Camera Localizationregression	—Unverified
Enhancing LambdaMART Using Oblivious Trees	Sep 19, 2016	Collaborative FilteringLearning-To-Rank	—Unverified
On Randomized Distributed Coordinate Descent with Quantized Updates	Sep 18, 2016	Quantizationregression	—Unverified
Deep Kinematic Pose Regression	Sep 17, 2016	3D Human Pose EstimationObject	—Unverified
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis	Sep 15, 2016	Computational Efficiencyparameter estimation	—Unverified
Joint Gender Classification and Age Estimation by Nearly Orthogonalizing Their Semantic Spaces	Sep 14, 2016	Age EstimationGender Classification	—Unverified
Image Decomposition Using a Robust Regression Approach	Sep 13, 2016	ClusteringForeground Segmentation	—Unverified
Lie-X: Depth Image Based Articulated Object Pose Estimation, Tracking, and Action Recognition on Lie Groups	Sep 13, 2016	Action RecognitionPose Estimation	—Unverified
Self-Sustaining Iterated Learning	Sep 13, 2016	regression	—Unverified
Finite-sample and asymptotic analysis of generalization ability with an application to penalized regression	Sep 12, 2016	regression	—Unverified
On the Relationship between Online Gaussian Process Regression and Kernel Least Mean Squares Algorithms	Sep 11, 2016	regression	—Unverified
Chaining Bounds for Empirical Risk Minimization	Sep 7, 2016	regression	—Unverified

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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