regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5876–5900 of 9424 papers

Title	Date	Tasks	Status	Hype
Efficient Algorithms for Multidimensional Segmented Regression	Mar 24, 2020	regression	CodeCode Available	0
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering	Mar 24, 2020	3D Human Pose Estimation3D Pose Estimation	—Unverified	0
G-Net: A Deep Learning Approach to G-computation for Counterfactual Outcome Prediction Under Dynamic Treatment Regimes	Mar 23, 2020	counterfactualDecision Making	—Unverified	0
Neural Networks and Polynomial Regression. Demystifying the Overparametrization Phenomena	Mar 23, 2020	Generalization Boundsregression	—Unverified	0
Efficient Tensor Kernel methods for sparse regression	Mar 23, 2020	regression	—Unverified	0
Modal Regression based Structured Low-rank Matrix Recovery for Multi-view Learning	Mar 22, 2020	MULTI-VIEW LEARNINGregression	—Unverified	0
Multi-target regression via output space quantization	Mar 22, 2020	Computational EfficiencyMulti-target regression	—Unverified	0
Deep Synthetic Minority Over-Sampling Technique	Mar 22, 2020	General Classificationimbalanced classification	—Unverified	0
Detecting Adversarial Examples in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression	Mar 21, 2020	Conformal PredictionPrediction	—Unverified	0
Analysis of Greenhouse Gases	Mar 21, 2020	GPRregression	—Unverified	0
BoostTree and BoostForest for Ensemble Learning	Mar 21, 2020	DiversityEnsemble Learning	CodeCode Available	1
Scaling up Kernel Ridge Regression via Locality Sensitive Hashing	Mar 21, 2020	Gaussian Processesregression	—Unverified	0
Localized sketching for matrix multiplication and ridge regression	Mar 20, 2020	regression	—Unverified	0
Gaze-Sensing LEDs for Head Mounted Displays	Mar 18, 2020	Dimensionality ReductionGaze Estimation	—Unverified	0
A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency	Mar 18, 2020	Decision MakingPrediction	—Unverified	0
Logistic-Regression with peer-group effects via inference in higher order Ising models	Mar 18, 2020	regression	—Unverified	0
Efficient improper learning for online logistic regression	Mar 18, 2020	regression	—Unverified	0
Pool-Based Unsupervised Active Learning for Regression Using Iterative Representativeness-Diversity Maximization (iRDM)	Mar 17, 2020	Active LearningDiversity	—Unverified	0
Revisiting the Sibling Head in Object Detector	Mar 17, 2020	DisentanglementGeneral Classification	CodeCode Available	1
1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation	Mar 17, 2020	General ClassificationInstance Segmentation	CodeCode Available	1
Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix	Mar 17, 2020	Computational Efficiencyregression	—Unverified	0
DistNet: Deep Tracking by displacement regression: application to bacteria growing in the Mother Machine	Mar 17, 2020	Multi-Object TrackingObject Tracking	CodeCode Available	0
Improving predictions by nonlinear regression models from outlying input data	Mar 17, 2020	regression	—Unverified	0
The Implicit Regularization of Stochastic Gradient Flow for Least Squares	Mar 17, 2020	regression	—Unverified	0
Linear Regression without Correspondences via Concave Minimization	Mar 17, 2020	regression	CodeCode Available	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