regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7751–7775 of 9424 papers

Title	Date	Tasks	Status
Learning the Kernel for Classification and Regression	Dec 22, 2017	ClassificationGeneral Classification	—Unverified
Triple Scoring Using a Hybrid Fact Validation Approach - The Catsear Triple Scorer at WSDM Cup 2017	Dec 22, 2017	regression	—Unverified
Deep Regression Forests for Age Estimation	Dec 19, 2017	Age Estimationregression	CodeCode Available
DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation	Dec 18, 2017	Crowd CountingDensity Estimation	CodeCode Available
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit	Dec 18, 2017	ICU Admissionregression	—Unverified
Graph-Sparse Logistic Regression	Dec 15, 2017	General Classificationregression	CodeCode Available
Interpretable Policies for Reinforcement Learning by Genetic Programming	Dec 12, 2017	regressionreinforcement-learning	—Unverified
A Mathematical Programming Approach for Integrated Multiple Linear Regression Subset Selection and Validation	Dec 12, 2017	regression	—Unverified
Practical Bayesian optimization in the presence of outliers	Dec 12, 2017	Bayesian Optimizationregression	—Unverified
3D Facial Expression Reconstruction using Cascaded Regression	Dec 10, 2017	regression	—Unverified
Shape optimization in laminar flow with a label-guided variational autoencoder	Dec 10, 2017	Bayesian Optimizationregression	—Unverified
Elastic-net Regularized High-dimensional Negative Binomial Regression: Consistency and Weak Signals Detection	Dec 9, 2017	regression	—Unverified
SPP-Net: Deep Absolute Pose Regression with Synthetic Views	Dec 9, 2017	Image-Based LocalizationPose Estimation	CodeCode Available
Learning 2D Gabor Filters by Infinite Kernel Learning Regression	Dec 8, 2017	Face Recognitionregression	—Unverified
Multiple Adaptive Bayesian Linear Regression for Scalable Bayesian Optimization with Warm Start	Dec 8, 2017	Bayesian OptimizationBIG-bench Machine Learning	—Unverified
RelNN: A Deep Neural Model for Relational Learning	Dec 7, 2017	modelregression	CodeCode Available
High-dimensional robust regression and outliers detection with SLOPE	Dec 7, 2017	regressionVocal Bursts Intensity Prediction	—Unverified
Hybrid eye center localization using cascaded regression and hand-crafted model fitting	Dec 7, 2017	regression	—Unverified
Regularization and feature selection for large dimensional data	Dec 6, 2017	feature selectionGeneral Classification	—Unverified
Gaussian Process Regression for Arctic Coastal Erosion Forecasting	Dec 4, 2017	regression	—Unverified
Stochastic Maximum Likelihood Optimization via Hypernetworks	Dec 4, 2017	ClassificationGeneral Classification	—Unverified
Efficient Sublinear-Regret Algorithms for Online Sparse Linear Regression with Limited Observation	Dec 1, 2017	regression	—Unverified
A Lottery-Demand-Based Explanation of the Beta Anomaly	Dec 1, 2017	regression	—Unverified
Group Additive Structure Identification for Kernel Nonparametric Regression	Dec 1, 2017	regression	—Unverified
Random Permutation Online Isotonic Regression	Dec 1, 2017	regression	—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