regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7151–7175 of 9424 papers

Title	Date	Tasks	Status
Semiparametrically efficient estimation of the average linear regression function	Oct 30, 2018	regression	—Unverified
Nonlinear Prediction of Multidimensional Signals via Deep Regression with Applications to Image Coding	Oct 30, 2018	Predictionregression	—Unverified
Regularized Maximum Likelihood Estimation and Feature Selection in Mixtures-of-Experts Models	Oct 29, 2018	Clusteringfeature selection	—Unverified
Scaling Gaussian Process Regression with Derivatives	Oct 29, 2018	Bayesian OptimizationDimensionality Reduction	CodeCode Available
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds	Oct 29, 2018	Gaussian ProcessesGeneralization Bounds	CodeCode Available
Computing Vertex Centrality Measures in Massive Real Networks with a Neural Learning Model	Oct 28, 2018	regression	—Unverified
Prediction of severity and treatment outcome for ASD from fMRI	Oct 28, 2018	feature selectionMedical Image Analysis	—Unverified
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models	Oct 28, 2018	Allregression	CodeCode Available
Uncertain Trees: Dealing with Uncertain Inputs in Regression Trees	Oct 27, 2018	regression	—Unverified
Comparing Multilayer Perceptron and Multiple Regression Models for Predicting Energy Use in the Balkans	Oct 26, 2018	regression	—Unverified
RELF: Robust Regression Extended with Ensemble Loss Function	Oct 25, 2018	Meta-Learningregression	—Unverified
Nuclear Norm Regularized Estimation of Panel Regression Models	Oct 25, 2018	regression	—Unverified
A Continuous-Time View of Early Stopping for Least Squares	Oct 23, 2018	regression	—Unverified
Smoothed Online Optimization for Regression and Control	Oct 23, 2018	regression	—Unverified
Axiomatic Interpretability for Multiclass Additive Models	Oct 22, 2018	Additive modelsBinary Classification	CodeCode Available
Ensemble Method for Censored Demand Prediction	Oct 22, 2018	BIG-bench Machine LearningManagement	—Unverified
Scaling Up Cartesian Genetic Programming through Preferential Selection of Larger Solutions	Oct 22, 2018	regression	—Unverified
A Regressive Convolution Neural network and Support Vector Regression Model for Electricity Consumption Forecasting	Oct 21, 2018	ManagementPrediction	CodeCode Available
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods	Oct 20, 2018	Binary ClassificationGeneral Classification	—Unverified
Nonlinear integro-differential operator regression with neural networks	Oct 19, 2018	regression	—Unverified
Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns	Oct 18, 2018	Dictionary Learningregression	—Unverified
Quantile Regression Under Memory Constraint	Oct 18, 2018	Distributed Computingquantile regression	—Unverified
Robust Sparse Reduced Rank Regression in High Dimensions	Oct 18, 2018	regressionVocal Bursts Intensity Prediction	—Unverified
Good Initializations of Variational Bayes for Deep Models	Oct 18, 2018	Bayesian InferenceGeneral Classification	—Unverified
Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks	Oct 17, 2018	regressionTime Series	—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