regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7426–7450 of 9424 papers

Title	Date	Tasks	Status	Hype
Conditional Linear Regression	Jun 6, 2018	regression	CodeCode Available	0
Reverse iterative volume sampling for linear regression	Jun 6, 2018	BIG-bench Machine Learningregression	—Unverified	0
Adversarial Regression with Multiple Learners	Jun 6, 2018	regression	CodeCode Available	0
Deep Ordinal Regression Network for Monocular Depth Estimation	Jun 6, 2018	Depth EstimationMonocular Depth Estimation	CodeCode Available	1
Pathwise Derivatives Beyond the Reparameterization Trick	Jun 5, 2018	regressionVariational Inference	CodeCode Available	0
GuideR: a guided separate-and-conquer rule learning in classification, regression, and survival settings	Jun 5, 2018	AttributeGeneral Classification	CodeCode Available	0
Quasi-Experimental Shift-Share Research Designs	Jun 4, 2018	regression	—Unverified	0
Data-driven Localization and Estimation of Disturbance in the Interconnected Power System	Jun 4, 2018	regression	—Unverified	0
Deep Multi-Structural Shape Analysis: Application to Neuroanatomy	Jun 4, 2018	Anatomyregression	—Unverified	0
Deep Graphs	Jun 4, 2018	Ingenuityregression	—Unverified	0
Normative Modeling of Neuroimaging Data using Scalable Multi-Task Gaussian Processes	Jun 4, 2018	Gaussian ProcessesNovelty Detection	—Unverified	0
Structural Learning of Multivariate Regression Chain Graphs via Decomposition	Jun 3, 2018	Model Selectionregression	—Unverified	0
Analysis of regularized Nyström subsampling for regression functions of low smoothness	Jun 3, 2018	regression	—Unverified	0
Generalized Robust Bayesian Committee Machine for Large-scale Gaussian Process Regression	Jun 3, 2018	Distributed Computingregression	CodeCode Available	0
Variable Selection for Nonparametric Learning with Power Series Kernels	Jun 2, 2018	Density Ratio Estimationregression	—Unverified	0
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit	Jun 2, 2018	regression	—Unverified	0
Direct Shape Regression Networks for End-to-End Face Alignment	Jun 1, 2018	Face Alignmentregression	—Unverified	0
Geometry-Aware Scene Text Detection With Instance Transformation Network	Jun 1, 2018	General ClassificationMulti-Task Learning	—Unverified	0
Wrapped Gaussian Process Regression on Riemannian Manifolds	Jun 1, 2018	Gaussian Processesregression	—Unverified	0
Hand PointNet: 3D Hand Pose Estimation Using Point Sets	Jun 1, 2018	3D Hand Pose EstimationHand Pose Estimation	CodeCode Available	1
Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation	Jun 1, 2018	regression	—Unverified	0
A Constrained Deep Neural Network for Ordinal Regression	Jun 1, 2018	Aesthetics Quality AssessmentAge Estimation	—Unverified	0
Deep Factorization Machines for Knowledge Tracing	Jun 1, 2018	Knowledge TracingLanguage Acquisition	CodeCode Available	0
Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP)	Jun 1, 2018	regression	—Unverified	0
Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task	Jun 1, 2018	Epidemiologyregression	—Unverified	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