regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7201–7225 of 9424 papers

Title	Date	Tasks	Status
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models	Oct 28, 2018	Allregression	CodeCode Available
Prediction of severity and treatment outcome for ASD from fMRI	Oct 28, 2018	feature selectionMedical Image Analysis	—Unverified
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
Nuclear Norm Regularized Estimation of Panel Regression Models	Oct 25, 2018	regression	—Unverified
RELF: Robust Regression Extended with Ensemble Loss Function	Oct 25, 2018	Meta-Learningregression	—Unverified
Smoothed Online Optimization for Regression and Control	Oct 23, 2018	regression	—Unverified
A Continuous-Time View of Early Stopping for Least Squares	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
Good Initializations of Variational Bayes for Deep Models	Oct 18, 2018	Bayesian InferenceGeneral Classification	—Unverified
Robust Sparse Reduced Rank Regression in High Dimensions	Oct 18, 2018	regressionVocal Bursts Intensity Prediction	—Unverified
Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks	Oct 17, 2018	regressionTime Series	—Unverified
Graphical Convergence of Subgradients in Nonconvex Optimization and Learning	Oct 17, 2018	regressionStochastic Optimization	—Unverified
Hyper-Process Model: A Zero-Shot Learning algorithm for Regression Problems based on Shape Analysis	Oct 16, 2018	General Classificationimage-classification	CodeCode Available
Hunting for Discriminatory Proxies in Linear Regression Models	Oct 16, 2018	Attributeregression	CodeCode Available
Optimally rotated coordinate systems for adaptive least-squares regression on sparse grids	Oct 15, 2018	regression	—Unverified
Asymptotics for Sketching in Least Squares Regression	Oct 14, 2018	Dimensionality Reductionregression	CodeCode Available
Hybrid Building/Floor Classification and Location Coordinates Regression Using A Single-Input and Multi-Output Deep Neural Network for Large-Scale Indoor Localization Based on Wi-Fi Fingerprinting	Oct 13, 2018	ClassificationGeneral Classification	—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