regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8326–8350 of 9424 papers

Title	Date	Tasks	Status
Deep Convolutional Neural Network for 6-DOF Image Localization	Nov 8, 2016	Pose Estimationregression	—Unverified
Estimating motion with principal component regression strategies	Nov 8, 2016	Optical Flow Estimationregression	—Unverified
Recursive Regression with Neural Networks: Approximating the HJI PDE Solution	Nov 8, 2016	regression	—Unverified
One Class Splitting Criteria for Random Forests	Nov 7, 2016	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available
Minimax-optimal semi-supervised regression on unknown manifolds	Nov 7, 2016	Indoor LocalizationPose Estimation	—Unverified
Distributed Coordinate Descent for Generalized Linear Models with Regularization	Nov 7, 2016	regression	CodeCode Available
Efficient Branching Cascaded Regression for Face Alignment under Significant Head Rotation	Nov 5, 2016	Face Alignmentregression	—Unverified
PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers	Nov 3, 2016	BIG-bench Machine LearningPrivacy Preserving	—Unverified
High-dimensional regression over disease subgroups	Nov 3, 2016	regressionVocal Bursts Intensity Prediction	CodeCode Available
Complex-Valued Kernel Methods for Regression	Oct 31, 2016	regression	—Unverified
Generalized Haar Filter based Deep Networks for Real-Time Object Detection in Traffic Scene	Oct 30, 2016	DiversityObject	—Unverified
Fuzzy Bayesian Learning	Oct 28, 2016	Bayesian InferenceGeneral Classification	CodeCode Available
Statistical Inference for Model Parameters in Stochastic Gradient Descent	Oct 27, 2016	regression	—Unverified
Kriging Metamodels and Experimental Design for Bermudan Option Pricing	Oct 26, 2016	Experimental Designregression	—Unverified
An Improved Approach for Prediction of Parkinson's Disease using Machine Learning Techniques	Oct 26, 2016	BIG-bench Machine LearningDiagnostic	—Unverified
Gaussian Process Kernels for Popular State-Space Time Series Models	Oct 25, 2016	Gaussian Processesregression	—Unverified
Approximate cross-validation formula for Bayesian linear regression	Oct 25, 2016	regression	—Unverified
Distributed and parallel time series feature extraction for industrial big data applications	Oct 25, 2016	Binary ClassificationClassification	CodeCode Available
Balancing, Regression, Difference-In-Differences and Synthetic Control Methods: A Synthesis	Oct 25, 2016	regression	CodeCode Available
Parallelizing Spectral Algorithms for Kernel Learning	Oct 24, 2016	regression	—Unverified
Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity	Oct 23, 2016	Demand ForecastingModel Selection	—Unverified
Minimax Error of Interpolation and Optimal Design of Experiments for Variable Fidelity Data	Oct 21, 2016	regression	—Unverified
Generalization error minimization: a new approach to model evaluation and selection with an application to penalized regression	Oct 18, 2016	Model Selectionregression	—Unverified
Wind ramp event prediction with parallelized Gradient Boosted Regression Trees	Oct 17, 2016	ClassificationGeneral Classification	—Unverified
A Closed Form Solution to Multi-View Low-Rank Regression	Oct 14, 2016	Formregression	—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