regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7376–7400 of 9424 papers

Title	Date	Tasks	Status
A Unified Framework for Sparse Relaxed Regularized Regression: SR3	Jul 14, 2018	compressed sensingComputational Efficiency	—Unverified
Hydranet: Data Augmentation for Regression Neural Networks	Jul 12, 2018	Data AugmentationMedical Image Analysis	—Unverified
The Incremental Proximal Method: A Probabilistic Perspective	Jul 12, 2018	regression	—Unverified
A Hierarchical Bayesian Linear Regression Model with Local Features for Stochastic Dynamics Approximation	Jul 11, 2018	Model-based Reinforcement Learningregression	—Unverified
Proactive Intervention to Downtrend Employee Attrition using Artificial Intelligence Techniques	Jul 11, 2018	General ClassificationManagement	—Unverified
Scalable Sparse Subspace Clustering via Ordered Weighted _1 Regression	Jul 10, 2018	Clusteringregression	—Unverified
Dual optimization for convex constrained objectives without the gradient-Lipschitz assumption	Jul 10, 2018	Computational Efficiencyregression	—Unverified
Jointly learning relevant subgraph patterns and nonlinear models of their indicators	Jul 9, 2018	Computational chemistryregression	—Unverified
Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning	Jul 9, 2018	Gaussian Processesregression	—Unverified
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence	Jul 9, 2018	regressionSemantic correspondence	—Unverified
A Tutorial on Bayesian Optimization	Jul 8, 2018	Bayesian OptimizationHyperparameter Optimization	CodeCode Available
The modal age of Statistics	Jul 8, 2018	Clusteringregression	—Unverified
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences	Jul 6, 2018	Gaussian Processesregression	—Unverified
A Structured Prediction Approach for Label Ranking	Jul 6, 2018	Predictionregression	CodeCode Available
Logistic Regression, Neural Networks and Dempster-Shafer Theory: a New Perspective	Jul 5, 2018	regression	—Unverified
A Semi-parametric Realized Joint Value-at-Risk and Expected Shortfall Regression Framework	Jul 5, 2018	quantile regressionregression	—Unverified
Denoising Auto-encoder with Recurrent Skip Connections and Residual Regression for Music Source Separation	Jul 5, 2018	ARCDenoising	—Unverified
Revisiting Perspective Information for Efficient Crowd Counting	Jul 5, 2018	Crowd Countingregression	—Unverified
Unbiased Image Style Transfer	Jul 4, 2018	regressionStyle Transfer	—Unverified
Breast Cancer Diagnosis via Classification Algorithms	Jul 3, 2018	BIG-bench Machine LearningClassification	—Unverified
One-Class Kernel Spectral Regression	Jul 3, 2018	Graph EmbeddingOne-class classifier	—Unverified
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media	Jul 2, 2018	Computational EfficiencyDecoder	CodeCode Available
Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data	Jul 1, 2018	regressionTwo-sample testing	—Unverified
Randomized Block Cubic Newton Method	Jul 1, 2018	regression	—Unverified
Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach	Jul 1, 2018	regressionVariable 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