regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7426–7450 of 9424 papers

Title	Date	Tasks	Status
Neural-net-induced Gaussian process regression for function approximation and PDE solution	Jun 22, 2018	Gaussian Processesregression	—Unverified
Resolution and accuracy of non-linear regression of PSF with artificial neural networks	Jun 21, 2018	regression	—Unverified
Countdown Regression: Sharp and Calibrated Survival Predictions	Jun 21, 2018	Decision MakingMortality Prediction	CodeCode Available
Shift-Share Designs: Theory and Inference	Jun 20, 2018	regressionvalid	CodeCode Available
How Bad is Good enough: Noisy annotations for instrument pose estimation	Jun 20, 2018	Deep LearningMedical Image Analysis	—Unverified
Lessons learned from the AutoML challenge	Jun 20, 2018	AutoMLregression	—Unverified
Non-Parametric Calibration of Probabilistic Regression	Jun 20, 2018	General Classificationregression	—Unverified
Estimation from Non-Linear Observations via Convex Programming with Application to Bilinear Regression	Jun 19, 2018	regression	—Unverified
Employee Attrition Prediction	Jun 19, 2018	Predictionregression	—Unverified
Learning Equations for Extrapolation and Control	Jun 19, 2018	Model Selectionregression	CodeCode Available
Incremental Sparse Bayesian Ordinal Regression	Jun 18, 2018	Multi-Label Learningregression	CodeCode Available
Robust inference on the average treatment effect using the outcome highly adaptive lasso	Jun 18, 2018	regression	—Unverified
Comparison-Based Random Forests	Jun 18, 2018	General Classificationregression	—Unverified
Subspace Embedding and Linear Regression with Orlicz Norm	Jun 17, 2018	regression	—Unverified
On the exact minimization of saturated loss functions for robust regression and subspace estimation	Jun 15, 2018	General Classificationregression	—Unverified
On the Relationship between Data Efficiency and Error for Uncertainty Sampling	Jun 15, 2018	Active Learningregression	CodeCode Available
Implicit Quantile Networks for Distributional Reinforcement Learning	Jun 14, 2018	Atari GamesDistributional Reinforcement Learning	CodeCode Available
Autoregressive Quantile Networks for Generative Modeling	Jun 14, 2018	Diversityquantile regression	CodeCode Available
Efficient sampling for Gaussian linear regression with arbitrary priors	Jun 14, 2018	regression	—Unverified
Direct Automated Quantitative Measurement of Spine via Cascade Amplifier Regression Network	Jun 14, 2018	regression	CodeCode Available
End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN	Jun 13, 2018	Deep LearningGeneral Classification	—Unverified
Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate	Jun 13, 2018	BIG-bench Machine LearningGeneral Classification	—Unverified
Polynomial Regression As an Alternative to Neural Nets	Jun 13, 2018	regression	CodeCode Available
Improving Regression Performance with Distributional Losses	Jun 12, 2018	regressionReinforcement Learning	—Unverified
A Fast and Easy Regression Technique for k-NN Classification Without Using Negative Pairs	Jun 11, 2018	General ClassificationMetric Learning	—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