regression

Papers

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Showing 8951–8975 of 9424 papers

Title	Date	Tasks	Status
Self-Dictionary Sparse Regression for Hyperspectral Unmixing: Greedy Pursuit and Pure Pixel Search are Related	Sep 15, 2014	Hyperspectral Unmixingregression	—Unverified
The Ordered Weighted _1 Norm: Atomic Formulation, Projections, and Algorithms	Sep 15, 2014	Clusteringregression	CodeCode Available
Symbolic regression of generative network models	Sep 8, 2014	regressionSymbolic Regression	—Unverified
Depth sweep regression forests for estimating 3d human pose from images	Sep 1, 2014	3D Human Pose EstimationPosition	—Unverified
Multi-task Sparse Structure Learning	Sep 1, 2014	General ClassificationMulti-Task Learning	—Unverified
Persistent Homology in Sparse Regression and Its Application to Brain Morphometry	Aug 31, 2014	Brain Morphometryregression	—Unverified
Large Scale Purchase Prediction with Historical User Actions on B2C Online Retail Platform	Aug 27, 2014	regression	—Unverified
Resolving Lexical Ambiguity in Tensor Regression Models of Meaning	Aug 26, 2014	regression	—Unverified
Kernel-based Information Criterion	Aug 25, 2014	GPRModel Selection	—Unverified
A General Framework for Fast Stagewise Algorithms	Aug 25, 2014	DenoisingImage Denoising	—Unverified
Stretchy Polynomial Regression	Aug 23, 2014	regression	—Unverified
Interpreting Tree Ensembles with inTrees	Aug 23, 2014	Future predictionGeneral Classification	CodeCode Available
A Bayesian Ensemble Regression Framework on the Angry Birds Game	Aug 22, 2014	regression	—Unverified
Uniform Sampling for Matrix Approximation	Aug 21, 2014	regression	—Unverified
BET: Bayesian Ensemble Trees for Clustering and Prediction in Heterogeneous Data	Aug 18, 2014	ClassificationClustering	—Unverified
Action Classification with Locality-constrained Linear Coding	Aug 17, 2014	Action ClassificationClassification	—Unverified
Convergence rate of Bayesian tensor estimator: Optimal rate without restricted strong convexity	Aug 13, 2014	Collaborative FilteringMulti-Task Learning	—Unverified
Linear Contour Learning: A Method for Supervised Dimension Reduction	Aug 13, 2014	Dimensionality Reductionregression	—Unverified
Block stochastic gradient iteration for convex and nonconvex optimization	Aug 12, 2014	regressionStochastic Optimization	—Unverified
Co-Localization of Audio Sources in Images Using Binaural Features and Locally-Linear Regression	Aug 12, 2014	regression	—Unverified
Optimum Statistical Estimation with Strategic Data Sources	Aug 11, 2014	regression	—Unverified
On the Consistency of Ordinal Regression Methods	Aug 11, 2014	Binary ClassificationGeneral Classification	—Unverified
Conditional Probability Tree Estimation Analysis and Algorithms	Aug 9, 2014	regression	—Unverified
Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations	Aug 9, 2014	Gaussian Processesregression	—Unverified
Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality	Aug 9, 2014	Causal InferenceGeneralization Bounds	—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