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regression

Papers

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Showing 6101–6150 of 9424 papers

TitleStatusHype
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural NetworksCode0
Conditional Deep Gaussian Processes: multi-fidelity kernel learningCode0
Logistic Regression Regret: What's the Catch?—0
Subsampling Winner Algorithm for Feature Selection in Large Regression Data—0
Nonparametric Regression Quantum Neural Networks—0
Robust Boosting for Regression ProblemsCode0
Mitigating Query-Flooding Parameter Duplication Attack on Regression Models with High-Dimensional Gaussian Mechanism—0
Interpolating Predictors in High-Dimensional Factor Regression—0
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation—0
A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexia—0
Sharpe Ratio Analysis in High Dimensions: Residual-Based Nodewise Regression in Factor Models—0
A Deterministic Streaming Sketch for Ridge RegressionCode0
Uncertainty Quantification for Bayesian Optimization—0
A Regression Tsetlin Machine with Integer Weighted Clauses for Compact Pattern Representation—0
Linearly Constrained Gaussian Processes with Boundary Conditions—0
Scoring Graspability based on Grasp Regression for Better Grasp Prediction—0
Overfitting Can Be Harmless for Basis Pursuit, But Only to a DegreeCode0
Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving—0
Stable Prediction with Model Misspecification and Agnostic Distribution Shift—0
A memory of motion for visual predictive control tasks—0
Learning Deep Analysis Dictionaries for Image Super-Resolution—0
Kernel Selection for Modal Linear Regression: Optimal Kernel and IRLS Algorithm—0
A Graph-Based Approach for Active Learning in Regression—0
Transport Gaussian Processes for Regression—0
Ellipse R-CNN: Learning to Infer Elliptical Object from Clustering and Occlusion—0
Statistical Tests and Confidential Intervals as Thresholds for Quantum Neural Networks—0
A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity AnalysisCode0
Blocked Clusterwise Regression—0
An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions—0
Bayesian Reasoning with Trained Neural Networks—0
Maximum likelihood estimation and uncertainty quantification for Gaussian process approximation of deterministic functions—0
Privacy-Preserving Gaussian Process Regression -- A Modular Approach to the Application of Homomorphic Encryption—0
A Review on Object Pose Recovery: from 3D Bounding Box Detectors to Full 6D Pose Estimators—0
Optimization of Passive Chip Components Placement with Self-Alignment Effect for Advanced Surface Mounting Technology—0
Data-Driven Prediction Model of Components Shift during Reflow Process in Surface Mount Technology—0
Predicting Regression Probability Distributions with Imperfect Data Through Optimal Transformations—0
Crowd Scene Analysis by Output Encoding—0
An optimized pipeline for functional connectivity analysis in the rat brainCode0
Machine Learning for a Music Glove Instrument—0
Multi-Task Deep Learning: Simultaneous Segmentation and Survival Analysis via Cox Proportional Hazards Regression—0
Direct estimation of fetal head circumference from ultrasound images based on regression CNN—0
Imputation for High-Dimensional Linear Regression—0
Explainable Machine Learning Control -- robust control and stability analysis—0
The Reciprocal Bayesian LASSOCode0
Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target ShiftCode0
Learning functions varying along a central subspace—0
A Multi-Scale Tensor Network Architecture for Classification and Regression—0
Lasso for hierarchical polynomial models—0
Improved motion correction for functional MRI using an omnibus regression model—0
Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified—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