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regression

Papers

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Showing 5301–5350 of 9424 papers

TitleStatusHype
Data augmentation as stochastic optimization—0
Learning Binary Trees via Sparse Relaxation—0
Regression to the Tail: Why the Olympics Blow Up—0
Graph convolutional regression of cardiac depolarization from sparse endocardial maps—0
Robust regression with covariate filtering: Heavy tails and adversarial contamination—0
A Statistical Learning Assessment of Huber Regression—0
Nonclassical Measurement Error in the Outcome Variable—0
Lateral Force Prediction using Gaussian Process Regression for Intelligent Tire Systems—0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process—0
A physics-informed operator regression framework for extracting data-driven continuum modelsCode0
Multilevel Gibbs Sampling for Bayesian Regression—0
Adversarial Examples in Deep Learning for Multivariate Time Series RegressionCode1
Boosting Algorithms for Delivery Time Prediction in Transportation LogisticsCode0
Rank-Based Multi-task Learning for Fair Regression—0
Insights on Evaluation of Camera Re-localization Using Relative Pose Regression—0
Unfairness Discovery and Prevention For Few-Shot Regression—0
An Intuitive Tutorial to Gaussian Process RegressionCode1
Non-asymptotic oracle inequalities for the Lasso in high-dimensional mixture of experts—0
Generalized Leverage Score Sampling for Neural Networks—0
DR2S : Deep Regression with Region Selection for Camera Quality Evaluation—0
Stock Price Prediction Using Machine Learning and LSTM-Based Deep Learning ModelsCode1
Kernel Ridge Regression Using Importance Sampling with Application to Seismic Response Prediction—0
A Joint introduction to Gaussian Processes and Relevance Vector Machines with Connections to Kalman filtering and other Kernel Smoothers—0
Explainable boosted linear regression for time series forecasting—0
Real-Time Optimization Meets Bayesian Optimization and Derivative-Free Optimization: A Tale of Modifier Adaptation—0
Light Direction and Color Estimation from Single Image with Deep Regression—0
Coordinate Methods for Matrix Games—0
Ridge Regression Revisited: Debiasing, Thresholding and Bootstrap—0
The direct and indirect effect of CAP support on farm income enhancement:a farm-based econometric analysis—0
Manipulation-Robust Regression Discontinuity DesignsCode0
Exploiting Linear Substructure In LRKFs (Extended)—0
Decentralization Estimators for Instrumental Variable Quantile Regression Models—0
Interpolating Log-Determinant and Trace of the Powers of Matrix A + t BCode0
Data Poisoning Attacks on Regression Learning and Corresponding DefensesCode1
Spinopelvic Anatomic Parameters Prediction Model of NSLBP based on data mining—0
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a ReviewCode0
A machine learning approach for efficient multi-dimensional integration—0
Performance Evaluation of Linear Regression Algorithm in Cluster Environment—0
Predicting Non Farm Employment—0
Spatio-Temporal Functional Neural Networks—0
Symplectic Gaussian Process Regression of Hamiltonian Flow Maps—0
On Multitask Loss Function for Audio Event Detection and Localization—0
A kernel function for Signal Temporal Logic formulae—0
Inference for high-dimensional exchangeable arrays—0
Factor-Driven Two-Regime RegressionCode0
Generalized Multi-Output Gaussian Process Censored RegressionCode0
A First Step Towards Distribution Invariant Regression Metrics—0
Semi-Anchored Detector for One-Stage Object Detection—0
Denoising modulo samples: k-NN regression and tightness of SDP relaxationCode0
Exploiting Multi-Modal Features From Pre-trained Networks for Alzheimer's Dementia Recognition—0
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All datasetsCalifornia Housing PricesConcrete Compressive StrengthMedical Cost Personal DatasetSynthetic: y = x * sin xADORECar_Price_Prediction

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79—Unverified
2Baseline RegressionR2 Score0.58—Unverified
3Mimic / SurrogateR2 Score0.57—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86—Unverified
2Baseline RegressionR2 Score0.59—Unverified
3Mimic / SurrogateR2 Score0.58—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87—Unverified
2Baseline RegressionR2 Score0.78—Unverified
3Mimic / SurrogateR2 Score0.78—Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98—Unverified
2Baseline RegressionR2 Score-0.01—Unverified
3Mimic / SurrogateR2 Score-0.01—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93—Unverified
2RF-ToxPrintchemical macro-average RMSE0.85—Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84—Unverified