regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6376–6400 of 9424 papers

Title	Date	Tasks	Status	Hype
Expert2Coder: Capturing Divergent Brain Regions Using Mixture of Regression Experts	Sep 26, 2019	Clusteringregression	—Unverified	0
Function Follows Form: Regression from Complete Thoracic Computed Tomography Scans	Sep 26, 2019	Computed Tomography (CT)Form	—Unverified	0
Energy-Based Models for Deep Probabilistic Regression	Sep 26, 2019	Head Pose Estimationobject-detection	CodeCode Available	1
Enhancing Model Interpretability and Accuracy for Disease Progression Prediction via Phenotype-Based Patient Similarity Learning	Sep 26, 2019	regression	—Unverified	0
Measuring causal influence with back-to-back regression: the linear case	Sep 25, 2019	Causal Identificationregression	—Unverified	0
Measuring Numerical Common Sense: Is A Word Embedding Approach Effective?	Sep 25, 2019	Common Sense Reasoningregression	—Unverified	0
Neural Network Out-of-Distribution Detection for Regression Tasks	Sep 25, 2019	Out-of-Distribution DetectionOut of Distribution (OOD) Detection	—Unverified	0
Attentive Sequential Neural Processes	Sep 25, 2019	regression	—Unverified	0
Semi-supervised Pose Estimation with Geometric Latent Representations	Sep 25, 2019	ObjectPose Estimation	—Unverified	0
Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching	Sep 25, 2019	Efficient ExplorationMulti-Armed Bandits	CodeCode Available	0
Advantage Weighted Regression: Simple and Scalable Off-Policy Reinforcement Learning	Sep 25, 2019	continuous-controlContinuous Control	—Unverified	0
Neural Non-additive Utility Aggregation	Sep 25, 2019	regression	—Unverified	0
Meta-Learning for Variational Inference	Sep 25, 2019	Bayesian InferenceComputational Efficiency	—Unverified	0
Deep symbolic regression	Sep 25, 2019	Deep Learningregression	—Unverified	0
When Covariate-shifted Data Augmentation Increases Test Error And How to Fix It	Sep 25, 2019	Data Augmentationregression	—Unverified	0
Deep Evidential Uncertainty	Sep 25, 2019	regression	—Unverified	0
Few-Shot Regression via Learning Sparsifying Basis Functions	Sep 25, 2019	Few-Shot LearningMeta-Learning	—Unverified	0
A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed	Sep 25, 2019	Computational Efficiencyregression	—Unverified	0
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)	Sep 25, 2019	Additive modelsBayesian Inference	—Unverified	0
Haar Graph Pooling	Sep 25, 2019	General ClassificationGraph Classification	CodeCode Available	0
Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative Analysis	Sep 24, 2019	regression	CodeCode Available	0
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks	Sep 24, 2019	Decision MakingForm	—Unverified	0
Specification Testing in Nonparametric Instrumental Quantile Regression	Sep 23, 2019	Econometricsquantile regression	—Unverified	0
Tuning parameter calibration for prediction in personalized medicine	Sep 23, 2019	Predictionregression	CodeCode Available	0
Large Scale Joint Semantic Re-Localisation and Scene Understanding via Globally Unique Instance Coordinate Regression	Sep 23, 2019	3D geometryAutonomous Driving	—Unverified	0

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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