regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2401–2425 of 9424 papers

Title	Date	Tasks	Status	Hype
A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition	Mar 14, 2023	A-VB CultureA-VB High	CodeCode Available	0
Transformer-based Planning for Symbolic Regression	Mar 13, 2023	Equation Discoveryregression	CodeCode Available	1
Symbolic Regression for PDEs using Pruned Differentiable Programs	Mar 13, 2023	regressionSymbolic Regression	—Unverified	0
Gaussian Process on the Product of Directional Manifolds	Mar 13, 2023	Gaussian ProcessesHyperparameter Optimization	—Unverified	0
Predicting Hurricane Evacuation Decisions with Interpretable Machine Learning Models	Mar 12, 2023	Interpretable Machine LearningManagement	—Unverified	0
Estimating friction coefficient using generative modelling	Mar 10, 2023	Frictionregression	—Unverified	0
Machine learning tools to improve nonlinear modeling parameters of RC columns	Mar 9, 2023	Multi-class Classificationregression	—Unverified	0
Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards	Mar 9, 2023	Decision Makingregression	—Unverified	0
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples	Mar 9, 2023	Data Augmentationregression	—Unverified	0
On the Soundness of XAI in Prognostics and Health Management (PHM)	Mar 9, 2023	Explainable Artificial Intelligence (XAI)Management	CodeCode Available	0
Probabilistic 3d regression with projected huber distribution	Mar 9, 2023	regression	—Unverified	0
Agnostic PAC Learning of k-juntas Using L2-Polynomial Regression	Mar 8, 2023	Computational EfficiencyPAC learning	—Unverified	0
Bayesian Causal Forests for Multivariate Outcomes: Application to Irish Data From an International Large Scale Education Assessment	Mar 8, 2023	Causal Inferenceregression	—Unverified	0
A path in regression Random Forest looking for spatial dependence: a taxonomy and a systematic review	Mar 8, 2023	regression	—Unverified	0
Unimodal Distributions for Ordinal Regression	Mar 8, 2023	regression	CodeCode Available	0
Kernel interpolation of acoustic transfer functions with adaptive kernel for directed and residual reverberations	Mar 7, 2023	regression	—Unverified	0
PRIMO: Private Regression in Multiple Outcomes	Mar 7, 2023	regression	—Unverified	0
LORE: Logical Location Regression Network for Table Structure Recognition	Mar 7, 2023	regressionTable Recognition	—Unverified	0
Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection	Mar 7, 2023	Out-of-Distribution Detectionregression	—Unverified	0
A Survey of Numerical Algorithms that can Solve the Lasso Problems	Mar 7, 2023	regressionVariable Selection	—Unverified	0
Improved Differentially Private Regression via Gradient Boosting	Mar 6, 2023	regression	CodeCode Available	5
EnsembleIV: Creating Instrumental Variables from Ensemble Learners for Robust Statistical Inference	Mar 6, 2023	regressionvalid	—Unverified	0
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning	Mar 6, 2023	2D Object DetectionDecision Making	—Unverified	0
Environment Invariant Linear Least Squares	Mar 6, 2023	Causal Inferenceregression	CodeCode Available	0
Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical laws	Mar 6, 2023	Deep Reinforcement Learningregression	CodeCode Available	3

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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