regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9326–9350 of 9424 papers

Title	Date	Tasks	Status
Non-conjugate Variational Message Passing for Multinomial and Binary Regression	Dec 1, 2011	regression	—Unverified
Sparse Bayesian Multi-Task Learning	Dec 1, 2011	ClassificationGeneral Classification	—Unverified
Generalized Beta Mixtures of Gaussians	Dec 1, 2011	regression	—Unverified
k-NN Regression Adapts to Local Intrinsic Dimension	Dec 1, 2011	regression	—Unverified
On Causal Discovery with Cyclic Additive Noise Models	Dec 1, 2011	Causal Discoveryregression	—Unverified
Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning	Dec 1, 2011	BIG-bench Machine Learningregression	—Unverified
Gaussian Process Training with Input Noise	Dec 1, 2011	regression	—Unverified
Optimal learning rates for least squares SVMs using Gaussian kernels	Dec 1, 2011	regression	—Unverified
Efficient Regression in Metric Spaces via Approximate Lipschitz Extension	Nov 18, 2011	regression	—Unverified
Regression for sets of polynomial equations	Oct 20, 2011	regression	—Unverified
Gaussian Process Regression Networks	Oct 19, 2011	Gaussian Processesregression	CodeCode Available
Overlapping Mixtures of Gaussian Processes for the Data Association Problem	Aug 16, 2011	Gaussian ProcessesMulti-Object Tracking	—Unverified
Bayesian Learning via Stochastic Gradient Langevin Dynamics	Jul 28, 2011	regression	CodeCode Available
Random design analysis of ridge regression	Jun 13, 2011	LEMMAregression	—Unverified
Adaptive and optimal online linear regression on ^1-balls	May 20, 2011	regression	—Unverified
A Risk Comparison of Ordinary Least Squares vs Ridge Regression	May 4, 2011	regression	—Unverified
Sparsity regret bounds for individual sequences in online linear regression	Jan 5, 2011	regression	—Unverified
Software Effort Estimation with Ridge Regression and Evolutionary Attribute Selection	Dec 28, 2010	Attributeregression	—Unverified
Optimal learning rates for Kernel Conjugate Gradient regression	Dec 1, 2010	Dimensionality Reductionregression	—Unverified
Graph-Valued Regression	Dec 1, 2010	regression	—Unverified
Scrambled Objects for Least-Squares Regression	Dec 1, 2010	regression	—Unverified
Heavy-Tailed Process Priors for Selective Shrinkage	Dec 1, 2010	Gaussian ProcessesGeneral Classification	—Unverified
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference	Dec 1, 2010	Causal Inferenceregression	—Unverified
t-logistic regression	Dec 1, 2010	regression	—Unverified
A Family of Penalty Functions for Structured Sparsity	Dec 1, 2010	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