regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7101–7125 of 9424 papers

Title	Date	Tasks	Status
Towards Unsupervised Single-Channel Blind Source Separation using Adversarial Pair Unmix-and-Remix	Dec 14, 2018	blind source separationregression	—Unverified
Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data	Dec 12, 2018	DiagnosticNovelty Detection	CodeCode Available
Data-driven computing in elasticity via kernel regression	Dec 12, 2018	regressionStress-Strain Relation	—Unverified
Variational Bayesian Weighted Complex Network Reconstruction	Dec 11, 2018	regression	CodeCode Available
Data Strategies for Fleetwide Predictive Maintenance	Dec 11, 2018	Feature Importanceregression	—Unverified
Closing the U.S. gender wage gap requires understanding its heterogeneity	Dec 11, 2018	regression	—Unverified
Identification of Cancer -- Mesothelioma Disease Using Logistic Regression and Association Rule	Dec 11, 2018	regression	—Unverified
Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed Models	Dec 10, 2018	regression	CodeCode Available
Time-lagged Ordered Lasso for network inference	Dec 10, 2018	regression	—Unverified
Adversarial Attacks, Regression, and Numerical Stability Regularization	Dec 7, 2018	regression	—Unverified
Rational function regression method for numerical analytic continuation	Dec 5, 2018	regression	—Unverified
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model	Dec 5, 2018	Neural Network Compressionregression	CodeCode Available
Rational function regression method for numerical analytic continuation	Dec 5, 2018	regression	—Unverified
Sturm: Sparse Tubal-Regularized Multilinear Regression for fMRI	Dec 4, 2018	regression	—Unverified
Early Prediction of Course Grades: Models and Feature Selection	Dec 3, 2018	feature selectionregression	—Unverified
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability	Dec 3, 2018	regressionTime Series	—Unverified
Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture	Dec 3, 2018	Face AlignmentGeneral Classification	—Unverified
Predictive Approximate Bayesian Computation via Saddle Points	Dec 1, 2018	Bayesian Inferenceregression	—Unverified
Learning Libraries of Subroutines for Neurally–Guided Bayesian Program Induction	Dec 1, 2018	Program inductionregression	—Unverified
Derivative Estimation in Random Design	Dec 1, 2018	regression	—Unverified
MixLasso: Generalized Mixed Regression via Convex Atomic-Norm Regularization	Dec 1, 2018	regression	—Unverified
Adversarial Multiple Source Domain Adaptation	Dec 1, 2018	ClassificationDomain Adaptation	—Unverified
An Efficient Pruning Algorithm for Robust Isotonic Regression	Dec 1, 2018	regression	—Unverified
Library Learning for Neurally-Guided Bayesian Program Induction	Dec 1, 2018	Program inductionregression	—Unverified
Scalable Hyperparameter Transfer Learning	Dec 1, 2018	Bayesian OptimizationHyperparameter Optimization	—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