regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7326–7350 of 9424 papers

Title	Date	Tasks	Status
Corrected XVA Modelling Framework and Formulae for KVA and MVA	Jul 28, 2018	regression	—Unverified
PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks	Jul 28, 2018	Head Pose Estimationregression	CodeCode Available
Structured Point Cloud Data Analysis via Regularized Tensor Regression for Process Modeling and Optimization	Jul 26, 2018	regression	—Unverified
Integrative Multi-View Reduced-Rank Regression: Bridging Group-Sparse and Low-Rank Models	Jul 26, 2018	MULTI-VIEW LEARNINGregression	CodeCode Available
Differential Analysis of Directed Networks	Jul 26, 2018	regression	—Unverified
Where are the Blobs: Counting by Localization with Point Supervision	Jul 25, 2018	ObjectObject Counting	CodeCode Available
Propensity score estimation using classification and regression trees in the presence of missing covariate data	Jul 25, 2018	General ClassificationImputation	—Unverified
A Generative-Discriminative Basis Learning Framework to Predict Clinical Severity from Resting State Functional MRI Data	Jul 24, 2018	Dimensionality Reductionregression	—Unverified
Meta-Learning Priors for Efficient Online Bayesian Regression	Jul 24, 2018	Meta-Learningregression	CodeCode Available
Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks	Jul 19, 2018	ClassificationData Augmentation	CodeCode Available
Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from Australia	Jul 19, 2018	BIG-bench Machine Learningregression	CodeCode Available
Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex Optimization	Jul 17, 2018	BIG-bench Machine Learningregression	CodeCode Available
Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors	Jul 15, 2018	Bayesian InferenceEEG	—Unverified
A Unified Framework for Sparse Relaxed Regularized Regression: SR3	Jul 14, 2018	compressed sensingComputational Efficiency	—Unverified
Hydranet: Data Augmentation for Regression Neural Networks	Jul 12, 2018	Data AugmentationMedical Image Analysis	—Unverified
The Incremental Proximal Method: A Probabilistic Perspective	Jul 12, 2018	regression	—Unverified
A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation	Jul 11, 2018	Model-based Reinforcement Learningregression	—Unverified
Proactive Intervention to Downtrend Employee Attrition using Artificial Intelligence Techniques	Jul 11, 2018	General ClassificationManagement	—Unverified
Dual optimization for convex constrained objectives without the gradient-Lipschitz assumption	Jul 10, 2018	Computational Efficiencyregression	—Unverified
Scalable Sparse Subspace Clustering via Ordered Weighted _1 Regression	Jul 10, 2018	Clusteringregression	—Unverified
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence	Jul 9, 2018	regressionSemantic correspondence	—Unverified
Jointly learning relevant subgraph patterns and nonlinear models of their indicators	Jul 9, 2018	Computational chemistryregression	—Unverified
Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning	Jul 9, 2018	Gaussian Processesregression	—Unverified
A Tutorial on Bayesian Optimization	Jul 8, 2018	Bayesian OptimizationHyperparameter Optimization	CodeCode Available
The modal age of Statistics	Jul 8, 2018	Clusteringregression	—Unverified

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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