regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4276–4300 of 9424 papers

Title	Date	Tasks	Status	Hype
Statistical inference using Regularized M-estimation in the reproducing kernel Hilbert space for handling missing data	Jul 15, 2021	Imputationregression	—Unverified	0
Depth Estimation from Monocular Images and Sparse radar using Deep Ordinal Regression Network	Jul 15, 2021	Depth EstimationMonocular Depth Estimation	CodeCode Available	1
Credit scoring using neural networks and SURE posterior probability calibration	Jul 15, 2021	regression	—Unverified	0
Shifts: A Dataset of Real Distributional Shift Across Multiple Large-Scale Tasks	Jul 15, 2021	image-classificationImage Classification	CodeCode Available	1
Oblivious sketching for logistic regression	Jul 14, 2021	regression	CodeCode Available	0
Performance of Bayesian linear regression in a model with mismatch	Jul 14, 2021	regression	—Unverified	0
Semiparametric Latent Topic Modeling on Consumer-Generated Corpora	Jul 13, 2021	regression	—Unverified	0
Oversampling Divide-and-conquer for Response-skewed Kernel Ridge Regression	Jul 13, 2021	regression	—Unverified	0
For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets	Jul 13, 2021	regression	—Unverified	0
CentripetalText: An Efficient Text Instance Representation for Scene Text Detection	Jul 13, 2021	regressionScene Text Detection	CodeCode Available	1
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation	Jul 13, 2021	Domain AdaptationDomain Generalization	—Unverified	0
Bidirectional Regression for Arbitrary-Shaped Text Detection	Jul 13, 2021	regressionText Detection	—Unverified	0
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses	Jul 12, 2021	Decision MakingFairness	CodeCode Available	0
Least-Squares Linear Dilation-Erosion Regressor Trained using a Convex-Concave Procedure	Jul 12, 2021	regression	—Unverified	0
Adapting to Misspecification in Contextual Bandits	Jul 12, 2021	Multi-Armed Banditsregression	—Unverified	0
Nonparametric Regression with Shallow Overparameterized Neural Networks Trained by GD with Early Stopping	Jul 12, 2021	regression	—Unverified	0
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving	Jul 11, 2021	Autonomous DrivingDecision Making	CodeCode Available	0
Machine Learning based CVD Virtual Metrology in Mass Produced Semiconductor Process	Jul 11, 2021	BIG-bench Machine Learningfeature selection	—Unverified	0
Meta-aprendizado para otimizacao de parametros de redes neurais	Jul 10, 2021	Meta-Learningregression	—Unverified	0
Goal scoring in Premier League with Poisson regression	Jul 10, 2021	regressionRelation	—Unverified	0
Cluster Regularization via a Hierarchical Feature Regression	Jul 10, 2021	regression	—Unverified	0
Gaussian Process Subspace Regression for Model Reduction	Jul 9, 2021	modelModel Selection	CodeCode Available	0
Learning-Based Nonlinear H^ Control via Game-Theoretic Differential Dynamic Programming	Jul 9, 2021	regression	—Unverified	0
The unreasonable effectiveness of optimal transport in economics	Jul 9, 2021	Discrete Choice Modelsquantile regression	—Unverified	0
The Bayesian Learning Rule	Jul 9, 2021	Deep Learningregression	—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