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regression

Papers

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Showing 1901–1950 of 9424 papers

TitleStatusHype
Modelling with Discretized VariablesCode0
Active Learning for Regression based on Wasserstein distance and GroupSort Neural Networks—0
Cell Tracking according to Biological Needs -- Strong Mitosis-aware Multi-Hypothesis Tracker with Aleatoric UncertaintyCode0
Impact Assessment of Missing Data in Model Predictions for Earth Observation ApplicationsCode0
Kernel Multigrid: Accelerate Back-fitting via Sparse Gaussian Process Regression—0
DOR3D-Net: Dense Ordinal Regression Network for 3D Hand Pose Estimation—0
Fused LASSO as Non-Crossing Quantile Regression—0
Inflation Target at Risk: A Time-varying Parameter Distributional Regression—0
Tighter Confidence Bounds for Sequential Kernel Regression—0
Modal Analysis of Spatiotemporal Data via Multivariate Gaussian Process Regression—0
Neural Parameter Regression for Explicit Representations of PDE Solution Operators—0
An Alternative Graphical Lasso Algorithm for Precision Matrices—0
Normalized Validity Scores for DNNs in Regression based Eye Feature Extraction—0
Approximation of RKHS Functionals by Neural Networks—0
PETScML: Second-order solvers for training regression problems in Scientific Machine Learning—0
Selecting informative conformal prediction sets with false coverage rate control—0
Nonparametric Identification and Estimation with Non-Classical Errors-in-Variables—0
Machine learning-based system reliability analysis with Gaussian Process Regression—0
Federated Transfer Learning with Differential Privacy—0
Comprehensive Study Of Predictive Maintenance In Industries Using Classification Models And LSTM Model—0
A Structure-Preserving Kernel Method for Learning Hamiltonian Systems—0
Iterative Forgetting: Online Data Stream Regression Using Database-Inspired Adaptive Granulation—0
Outlier Robust Multivariate Polynomial Regression—0
Reconstructing Blood Flow in Data-Poor Regimes: A Vasculature Network Kernel for Gaussian Process Regression—0
The NeRFect Match: Exploring NeRF Features for Visual Localization—0
Ensemble learning for predictive uncertainty estimation with application to the correction of satellite precipitation products—0
CardioCaps: Attention-based Capsule Network for Class-Imbalanced Echocardiogram ClassificationCode0
Weak Collocation Regression for Inferring Stochastic Dynamics with Lévy Noise—0
Improving Implicit Regularization of SGD with Preconditioning for Least Square Problems—0
Multifidelity linear regression for scientific machine learning from scarce data—0
Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR—0
Asymptotics of Random Feature Regression Beyond the Linear Scaling Regime—0
XpertAI: uncovering model strategies for sub-manifolds—0
Constructing Variables Using Classifiers as an Aid to Regression: An Empirical AssessmentCode0
Semiparametric Inference for Regression-Discontinuity Designs—0
Exploring the Links between the Fundamental Lemma and Kernel Regression—0
Estimation of Electronic Band Gap Energy From Material Properties Using Machine Learning—0
Regularized DeepIV with Model Selection—0
Density-Regression: Efficient and Distance-Aware Deep Regressor for Uncertainty Estimation under Distribution ShiftsCode0
Regression-aware Inference with LLMs—0
Improve Generalization Ability of Deep Wide Residual Network with A Suitable Scaling Factor—0
Nonparametric Regression under Cluster Sampling—0
Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathologyCode0
On-device Self-supervised Learning of Visual Perception Tasks aboard Hardware-limited Nano-quadrotors—0
Online Learning with Unknown Constraints—0
Prediction Of Cryptocurrency Prices Using LSTM, SVM And Polynomial Regression—0
Stop Regressing: Training Value Functions via Classification for Scalable Deep RL—0
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing—0
How Well Can Transformers Emulate In-context Newton's Method?—0
Triple/Debiased Lasso for Statistical Inference of Conditional Average Treatment Effects—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