regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 5626–5650 of 9424 papers

Title	Date	Tasks	Status	Hype
Depth Uncertainty in Neural Networks	Jun 15, 2020	image-classificationImage Classification	CodeCode Available	1
Nearly Linear Row Sampling Algorithm for Quantile Regression	Jun 15, 2020	quantile regressionregression	—Unverified	0
Societal biases reinforcement through machine learning: A credit scoring perspective	Jun 15, 2020	BIG-bench Machine Learningregression	—Unverified	0
Trends, Reversion, and Critical Phenomena in Financial Markets	Jun 14, 2020	regression	—Unverified	0
Lateral land movement prediction from GNSS position time series in a machine learning aided algorithm	Jun 14, 2020	BIG-bench Machine LearningGaussian Processes	—Unverified	0
Learning Stable Nonparametric Dynamical Systems with Gaussian Process Regression	Jun 14, 2020	regression	—Unverified	0
The Statistical Cost of Robust Kernel Hyperparameter Tuning	Jun 14, 2020	Hyperparameter Optimizationregression	—Unverified	0
Autofocused oracles for model-based design	Jun 14, 2020	modelregression	CodeCode Available	0
A New Algorithm for Tessellated Kernel Learning	Jun 13, 2020	regression	—Unverified	0
Modeling bike counts in a bike-sharing system considering the effect of weather conditions	Jun 13, 2020	regression	—Unverified	0
Sample complexity and effective dimension for regression on manifolds	Jun 13, 2020	Dimensionality Reductionregression	—Unverified	0
Horseshoe Prior Bayesian Quantile Regression	Jun 13, 2020	quantile regressionregression	—Unverified	0
Active Online Domain Adaptation	Jun 12, 2020	Domain AdaptationOnline Domain Adaptation	—Unverified	0
Bayesian Additive Regression Trees with Model Trees	Jun 12, 2020	modelregression	CodeCode Available	1
Modeling bike availability in a bike-sharing system using machine learning	Jun 12, 2020	BIG-bench Machine LearningPrediction	—Unverified	0
Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural Networks	Jun 12, 2020	regression	CodeCode Available	0
Double Double Descent: On Generalization Errors in Transfer Learning between Linear Regression Tasks	Jun 12, 2020	regressionTransfer Learning	—Unverified	0
PAC-Bayes unleashed: generalisation bounds with unbounded losses	Jun 12, 2020	regression	—Unverified	0
Fair Regression with Wasserstein Barycenters	Jun 12, 2020	AttributeFairness	—Unverified	0
Task-similarity Aware Meta-learning through Nonparametric Kernel Regression	Jun 12, 2020	Meta-Learningregression	—Unverified	0
Deep Transfer Learning with Ridge Regression	Jun 11, 2020	regressionTransfer Learning	—Unverified	0
Active Sampling for Min-Max Fairness	Jun 11, 2020	Fairnessregression	CodeCode Available	0
Weighted Lasso Estimates for Sparse Logistic Regression: Non-asymptotic Properties with Measurement Error	Jun 11, 2020	regression	—Unverified	0
Symbolic Regression using Mixed-Integer Nonlinear Optimization	Jun 11, 2020	regressionSymbolic Regression	—Unverified	0
Learning a Unified Sample Weighting Network for Object Detection	Jun 11, 2020	General ClassificationObject	CodeCode Available	1

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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