regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8476–8500 of 9424 papers

Title	Date	Tasks	Status
Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression	Jun 8, 2016	regressionUncertainty Quantification	CodeCode Available
Semi-supervised structured output prediction by local linear regression and sub-gradient descent	Jun 7, 2016	Predictionregression	—Unverified
Active Regression with Adaptive Huber Loss	Jun 5, 2016	MULTI-VIEW LEARNINGregression	—Unverified
Confidence Intervals for Algorithmic Leveraging in Linear Regression	Jun 5, 2016	regression	—Unverified
Smooth Imitation Learning for Online Sequence Prediction	Jun 3, 2016	Imitation LearningPrediction	CodeCode Available
High Dimensional Multivariate Regression and Precision Matrix Estimation via Nonconvex Optimization	Jun 2, 2016	regressionVocal Bursts Intensity Prediction	—Unverified
Differentially Private Gaussian Processes	Jun 2, 2016	Gaussian Processesregression	—Unverified
Unified Framework for Quantification	Jun 2, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Structured Regression Gradient Boosting	Jun 1, 2016	Depth EstimationImage Inpainting	—Unverified
Feature-Rich Error Detection in Scientific Writing Using Logistic Regression	Jun 1, 2016	regression	—Unverified
Mnemonic Descent Method: A Recurrent Process Applied for End-To-End Face Alignment	Jun 1, 2016	Face AlignmentHead Pose Estimation	—Unverified
Occlusion-Free Face Alignment: Deep Regression Networks Coupled With De-Corrupt AutoEncoders	Jun 1, 2016	Face AlignmentFace Recognition	—Unverified
Metric Learning as Convex Combinations of Local Models With Generalization Guarantees	Jun 1, 2016	Metric Learningregression	—Unverified
A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis	Jun 1, 2016	Medical Image Analysisregression	—Unverified
Pairwise Linear Regression Classification for Image Set Retrieval	Jun 1, 2016	Action RecognitionClassification	—Unverified
Logistic Boosting Regression for Label Distribution Learning	Jun 1, 2016	Age EstimationFacial Expression Recognition	—Unverified
PSyCo: Manifold Span Reduction for Super Resolution	Jun 1, 2016	regressionSuper-Resolution	—Unverified
Copula Ordinal Regression for Joint Estimation of Facial Action Unit Intensity	Jun 1, 2016	regression	—Unverified
Monocular Depth Estimation Using Neural Regression Forest	Jun 1, 2016	Depth EstimationMonocular Depth Estimation	—Unverified
Multivariate Regression on the Grassmannian for Predicting Novel Domains	Jun 1, 2016	Domain Adaptationregression	—Unverified
Ordinal Regression With Multiple Output CNN for Age Estimation	Jun 1, 2016	Age EstimationBinary Classification	—Unverified
Continuation of Nesterov's Smoothing for Regression with Structured Sparsity in High-Dimensional Neuroimaging	May 31, 2016	regression	—Unverified
Singular ridge regression with homoscedastic residuals: generalization error with estimated parameters	May 29, 2016	parameter estimationregression	—Unverified
Online Bayesian Collaborative Topic Regression	May 28, 2016	Recommendation Systemsregression	—Unverified
Muffled Semi-Supervised Learning	May 28, 2016	regression	CodeCode Available

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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