regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8251–8275 of 9424 papers

Title	Date	Tasks	Status	Hype
Fast, Dense Feature SDM on an iPhone	Dec 16, 2016	regression	—Unverified	0
Predictability Hidden by Anomalous Observations	Dec 15, 2016	regression	—Unverified	0
Projected Regression Methods for Inverting Fredholm Integrals: Formalism and Application to Analytical Continuation	Dec 15, 2016	BIG-bench Machine Learningregression	—Unverified	0
Learning Optimal Control of Synchronization in Networks of Coupled Oscillators using Genetic Programming-based Symbolic Regression	Dec 15, 2016	regressionSymbolic Regression	—Unverified	0
Online Reinforcement Learning for Real-Time Exploration in Continuous State and Action Markov Decision Processes	Dec 12, 2016	regressionReinforcement Learning	—Unverified	0
Real-time eSports Match Result Prediction	Dec 10, 2016	AttributeDota 2	CodeCode Available	0
Generalized Deep Image to Image Regression	Dec 10, 2016	ColorizationDenoising	CodeCode Available	0
An Empirical Study of ADMM for Nonconvex Problems	Dec 10, 2016	DenoisingImage Denoising	—Unverified	0
Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction	Dec 10, 2016	Predictionregression	CodeCode Available	0
Towards deep learning with spiking neurons in energy based models with contrastive Hebbian plasticity	Dec 9, 2016	Deep LearningGeneral Classification	—Unverified	0
Robust mixture of experts modeling using the t distribution	Dec 9, 2016	ClusteringMixture-of-Experts	—Unverified	0
Robust mixture of experts modeling using the skew t distribution	Dec 9, 2016	ClusteringMixture-of-Experts	—Unverified	0
Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm	Dec 8, 2016	regression	—Unverified	0
Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction	Dec 8, 2016	Predictionregression	—Unverified	0
A Communication-Efficient Parallel Method for Group-Lasso	Dec 7, 2016	regression	—Unverified	0
A Functional Regression approach to Facial Landmark Tracking	Dec 7, 2016	Face DetectionIncremental Learning	—Unverified	0
Support vector regression model for BigData systems	Dec 5, 2016	Cloud Computingmodel	—Unverified	0
Improving the Performance of Neural Networks in Regression Tasks Using Drawering	Dec 5, 2016	regression	—Unverified	0
Highly Efficient Regression for Scalable Person Re-Identification	Dec 5, 2016	Active LearningPerson Re-Identification	—Unverified	0
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles	Dec 5, 2016	Image Classificationregression	VerifiedCommunity Verified — 1 reproduction	2
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild	Dec 4, 2016	regressionSemantic Segmentation	—Unverified	0
RecSys Challenge 2016: job recommendations based on preselection of offers and gradient boosting	Dec 3, 2016	regression	—Unverified	0
A temporal model for multiple sclerosis course evolution	Dec 2, 2016	Binary ClassificationGeneral Classification	—Unverified	0
Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling	Dec 2, 2016	regression	CodeCode Available	0
Probing the Compositionality of Intuitive Functions	Dec 1, 2016	regression	—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