regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8926–8950 of 9424 papers

Title	Date	Tasks	Status
Learning Theory for Distribution Regression	Nov 8, 2014	Density EstimationLearning Theory	CodeCode Available
Faithful Variable Screening for High-Dimensional Convex Regression	Nov 7, 2014	Additive modelsregression	—Unverified
Bayesian feature selection with strongly-regularizing priors maps to the Ising Model	Nov 3, 2014	Bayesian Inferencefeature selection	—Unverified
Multivariate response and parsimony for Gaussian cluster-weighted models	Nov 3, 2014	Clusteringparameter estimation	—Unverified
Population Empirical Bayes	Nov 2, 2014	Bayesian Inferenceregression	CodeCode Available
Trend Filtering on Graphs	Oct 28, 2014	regression	—Unverified
Multiple Output Regression with Latent Noise	Oct 27, 2014	regressionTime Series	—Unverified
Fast Function to Function Regression	Oct 27, 2014	regressionTime Series	—Unverified
A Greedy Homotopy Method for Regression with Nonconvex Constraints	Oct 27, 2014	regression	—Unverified
A PTAS for Agnostically Learning Halfspaces	Oct 26, 2014	regression	—Unverified
Estimation of Lower Limb Periodic Motions from sEMG Using Least Squares Support Vector Regression	Oct 26, 2014	regression	—Unverified
An Aggregation Method for Sparse Logistic Regression	Oct 25, 2014	General Classificationregression	—Unverified
Attribute Efficient Linear Regression with Data-Dependent Sampling	Oct 23, 2014	Attributeregression	—Unverified
Active Regression by Stratification	Oct 22, 2014	Active LearningGeneral Classification	—Unverified
On Iterative Hard Thresholding Methods for High-dimensional M-Estimation	Oct 20, 2014	regressionVocal Bursts Intensity Prediction	—Unverified
BUT QUESST 2014 System Description	Oct 16, 2014	Dynamic Time WarpingKeyword Spotting	—Unverified
Bayesian regression and Bitcoin	Oct 6, 2014	Bayesian InferenceBinary Classification	CodeCode Available
Facial Feature Point Detection: A Comprehensive Survey	Oct 4, 2014	3D Face ModellingFace Alignment	—Unverified
Multidimensional Digital Smoothing Filters for Target Detection	Oct 2, 2014	regression	—Unverified
Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression	Oct 1, 2014	Machine Translationregression	—Unverified
Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies	Sep 30, 2014	regression	—Unverified
Backhaul-Constrained Multi-Cell Cooperation Leveraging Sparsity and Spectral Clustering	Sep 30, 2014	ClusteringComputational Efficiency	—Unverified
MIST: L0 Sparse Linear Regression with Momentum	Sep 25, 2014	regression	—Unverified
Unsupervised learning of regression mixture models with unknown number of components	Sep 24, 2014	ClusteringModel Selection	—Unverified
Unified Heat Kernel Regression for Diffusion, Kernel Smoothing and Wavelets on Manifolds and Its Application to Mandible Growth Modeling in CT Images	Sep 23, 2014	regression	—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