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regression

Papers

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Showing 101–150 of 9424 papers

TitleStatusHype
Risk Bounds For Distributional Regression—0
Optimal Transport-Based Domain Adaptation for Rotated Linear Regression—0
Model-free Online Learning for the Kalman Filter: Forgetting Factor and Logarithmic Regret—0
Sparsity-Aware Near-Field Beam Training via Multi-Beam Combination—0
Behind the Noise: Conformal Quantile Regression Reveals Emergent Representations—0
High-dimensional Bayesian Tobit regression for censored response with Horseshoe priorCode0
Symbolic Regression with Multimodal Large Language Models and Kolmogorov Arnold NetworksCode1
A Generative Re-ranking Model for List-level Multi-objective Optimization at Taobao—0
Wasserstein Distributionally Robust Nonparametric Regression—0
Improving Random Forests by Smoothing—0
Stability Regularized Cross-Validation—0
Probing In-Context Learning: Impact of Task Complexity and Model Architecture on Generalization and EfficiencyCode0
Tweedie Regression for Video Recommendation SystemCode0
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal RegressionCode0
Estimation and Inference in Boundary Discontinuity Designs—0
Learning Economic Model Predictive Control via Clustering and Kernel-Based Lipschitz Regression—0
Forecasting Thai inflation from univariate Bayesian regression perspective—0
Local linear Fréchet curve regression in manifolds—0
Fairness Perceptions in Regression-based Predictive Models—0
Regression-based Melody Estimation with Uncertainty QuantificationCode0
Prediction via Shapley Value RegressionCode0
Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data—0
Call for Action: towards the next generation of symbolic regression benchmark—0
Uncovering Population PK Covariates from VAE-Generated Latent SpacesCode0
Modeling supply chain compliance response strategies based on AI synthetic data with structural path regression: A Simulation Study of EU 2027 Mandatory Labor Regulations—0
Continuous Normalizing Flows for Uncertainty-Aware Human Pose Estimation—0
Regression is all you need for medical image translationCode0
Unemployment Dynamics Forecasting with Machine Learning Regression Models—0
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Detecting multiple change points in linear models with heteroscedastic errors—0
Model Checks in a Kernel Ridge Regression Framework—0
Predicting the Price of Gold in the Financial Markets Using Hybrid Models—0
Thinking Outside the Template with Modular GP-GOMEA—0
NeuroLoc: Encoding Navigation Cells for 6-DOF Camera Localization—0
Quantum Support Vector Regression for Robust Anomaly Detection—0
Analysis of the vulnerability of machine learning regression models to adversarial attacks using data from 5G wireless networks—0
mAIstro: an open-source multi-agentic system for automated end-to-end development of radiomics and deep learning models for medical imagingCode2
On the expressivity of deep Heaviside networks—0
GPRat: Gaussian Process Regression with Asynchronous TasksCode0
Can a Quantum Support Vector Machine algorithm be utilized to identify Key Biomarkers from Multi-Omics data of COVID19 patients?Code0
Learning and Generalization with Mixture Data—0
Transfer Learning Under High-Dimensional Network Convolutional Regression Model—0
Financial Data Analysis with Robust Federated Logistic RegressionCode0
Ridge partial correlation screening for ultrahigh-dimensional data—0
Test Set Sizing for the Ridge Regression—0
An Axiomatic Assessment of Entropy- and Variance-based Uncertainty Quantification in Regression—0
Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model—0
Post-Transfer Learning Statistical Inference in High-Dimensional Regression—0
Local Polynomial Lp-norm Regression—0
Discovering Governing Equations of Geomagnetic Storm Dynamics with Symbolic Regression—0
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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