regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1701–1725 of 9424 papers

Title	Date	Tasks	Status	Hype
Feature selection and regression methods for stock price prediction using technical indicators	Oct 15, 2023	feature selectionregression	—Unverified	0
Inference with Mondrian Random Forests	Oct 15, 2023	regressionvalid	—Unverified	0
Applying Bayesian Ridge Regression AI Modeling in Virus Severity Prediction	Oct 14, 2023	regressionseverity prediction	—Unverified	0
Smoothed instrumental variables quantile regression	Oct 13, 2023	quantile regressionregression	—Unverified	0
Estimating Individual Responses when Tomorrow Matters	Oct 13, 2023	counterfactualregression	—Unverified	0
Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation	Oct 13, 2023	Experimental Designregression	CodeCode Available	0
Statistical guarantees for stochastic Metropolis-Hastings	Oct 13, 2023	regressionUncertainty Quantification	CodeCode Available	0
Target Variable Engineering	Oct 13, 2023	Hyperparameter OptimizationModel Selection	—Unverified	0
Uncertainty Quantification using Generative Approach	Oct 13, 2023	Classificationregression	—Unverified	0
Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift	Oct 12, 2023	quantile regressionregression	CodeCode Available	0
Real-time Prediction of the Great Recession and the Covid-19 Recession	Oct 12, 2023	regression	—Unverified	0
Divorce Prediction with Machine Learning: Insights and LIME Interpretability	Oct 12, 2023	regression	—Unverified	0
Infinite Width Graph Neural Networks for Node Regression/ Classification	Oct 12, 2023	Gaussian ProcessesGraph Attention	CodeCode Available	0
Conformal inference for regression on Riemannian Manifolds	Oct 12, 2023	regression	—Unverified	0
HeightFormer: A Multilevel Interaction and Image-adaptive Classification-regression Network for Monocular Height Estimation with Aerial Images	Oct 12, 2023	Autonomous Drivingregression	—Unverified	0
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?	Oct 12, 2023	In-Context Learningregression	—Unverified	0
A Benchmarking Protocol for SAR Colorization: From Regression to Deep Learning Approaches	Oct 12, 2023	BenchmarkingColorization	—Unverified	0
Refined Mechanism Design for Approximately Structured Priors via Active Regression	Oct 11, 2023	Active Learningregression	—Unverified	0
On the Computational Complexity of Private High-dimensional Model Selection	Oct 11, 2023	Model Selectionregression	CodeCode Available	0
Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model	Oct 11, 2023	regression	—Unverified	0
Kernel Cox partially linear regression: building predictive models for cancer patients' survival	Oct 11, 2023	regression	CodeCode Available	0
Analyzing Trendy Twitter Hashtags in the 2022 French Election	Oct 11, 2023	regression	—Unverified	0
FABind: Fast and Accurate Protein-Ligand Binding	Oct 10, 2023	Blind DockingDrug Discovery	CodeCode Available	1
Leveraging Neural Radiance Fields for Uncertainty-Aware Visual Localization	Oct 10, 2023	NeRFregression	—Unverified	0
Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks	Oct 10, 2023	regressionTransfer Learning	—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