regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8901–8925 of 9424 papers

Title	Date	Tasks	Status
Quantile universal threshold: model selection at the detection edge for high-dimensional linear regression	Dec 5, 2014	compressed sensingModel Selection	—Unverified
Nonparametric modal regression	Dec 4, 2014	regression	—Unverified
Incremental Local Gaussian Regression	Dec 1, 2014	regression	—Unverified
Communication Efficient Distributed Machine Learning with the Parameter Server	Dec 1, 2014	BIG-bench Machine Learningregression	—Unverified
On Sparse Gaussian Chain Graph Models	Dec 1, 2014	Computational Efficiencyregression	—Unverified
An Infra-Structure for Performance Estimation and Experimental Comparison of Predictive Models in R	Dec 1, 2014	General Classificationregression	CodeCode Available
Distributed Bayesian Posterior Sampling via Moment Sharing	Dec 1, 2014	regression	—Unverified
Sparse Bayesian structure learning with “dependent relevance determination” priors	Dec 1, 2014	regression	—Unverified
Tree-structured Gaussian Process Approximations	Dec 1, 2014	Imputationregression	—Unverified
A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs	Dec 1, 2014	regression	—Unverified
Multivariate Regression with Calibration	Dec 1, 2014	Activity Predictionparameter estimation	—Unverified
Robust Logistic Regression and Classification	Dec 1, 2014	Binary ClassificationClassification	—Unverified
Fast Prediction for Large-Scale Kernel Machines	Dec 1, 2014	General ClassificationPrediction	—Unverified
Using Sentence Plausibility to Learn the Semantics of Transitive Verbs	Nov 28, 2014	regressionSentence	—Unverified
Flying Objects Detection from a Single Moving Camera	Nov 27, 2014	Collision AvoidanceGeneral Classification	—Unverified
Convex Techniques for Model Selection	Nov 27, 2014	modelModel Selection	—Unverified
A note relating ridge regression and OLS p-values to preconditioned sparse penalized regression	Nov 26, 2014	regression	—Unverified
PLUTO: Penalized Unbiased Logistic Regression Trees	Nov 25, 2014	regressionSelection bias	—Unverified
Distributed Coordinate Descent for L1-regularized Logistic Regression	Nov 24, 2014	regression	CodeCode Available
Kickback cuts Backprop's red-tape: Biologically plausible credit assignment in neural networks	Nov 23, 2014	regression	—Unverified
A Convex Sparse PCA for Feature Analysis	Nov 23, 2014	Dimensionality Reductionfeature selection	—Unverified
Characterization of the equivalence of robustification and regularization in linear and matrix regression	Nov 22, 2014	Matrix Completionregression	—Unverified
Learning nonparametric differential equations with operator-valued kernels and gradient matching	Nov 19, 2014	regression	—Unverified
Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation	Nov 17, 2014	regression	CodeCode Available
N^3LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data	Nov 10, 2014	Distributed Computingfeature selection	—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