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regression

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Showing 4651–4700 of 9424 papers

TitleStatusHype
A Theoretical Analysis of Fine-tuning with Linear Teachers—0
Slope and generalization properties of neural networksCode0
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation—0
Sibling Regression for Generalized Linear Models—0
Boost-R: Gradient Boosted Trees for Recurrence Data—0
Theory of Deep Convolutional Neural Networks III: Approximating Radial Functions—0
Solving Machine Learning ProblemsCode0
Machine learning based iterative learning control for non-repetitive time-varying systems—0
Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data—0
Ethical AI-Powered Regression Test Selection—0
Active-set algorithms based statistical inference for shape-restricted generalized additive Cox regression models—0
Using Robust Regression to Find Font Usage Trends—0
Evolving-Graph Gaussian ProcessesCode0
A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points—0
Counterfactual Explanations for Arbitrary Regression Models—0
Adversarial Robustness of Streaming Algorithms through Importance Sampling—0
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian Framework—0
Regression analysis of distributional data through Multi-Marginal Optimal transport—0
FCMI: Feature Correlation based Missing Data Imputation—0
A proximal-proximal majorization-minimization algorithm for nonconvex tuning-free robust regression problems—0
Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers—0
Privacy Threats Analysis to Secure Federated Learning—0
ParK: Sound and Efficient Kernel Ridge Regression by Feature Space Partitions—0
Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals—0
Near-Optimal Linear Regression under Distribution Shift—0
Training Data Subset Selection for Regression with Controlled Generalization ErrorCode0
Heterogeneous Treatment Effects in Regression Discontinuity DesignsCode0
Universal Domain Adaptation in Ordinal Regression—0
MIMIR: Deep Regression for Automated Analysis of UK Biobank Body MRICode0
Sparsistent Model DiscoveryCode0
Joint Deep Reversible Regression Model and Physics-Informed Unsupervised Learning for Temperature Field ReconstructionCode0
Robust Regression Revisited: Acceleration and Improved Estimation Rates—0
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests—0
Robust Regression via Model Based Methods—0
Geo-FARM: Geodesic Factor Regression Model for Misaligned Pre-Shape Responses in Statistical Shape Analysis—0
CapsuleRRT: Relationships-Aware Regression Tracking via Capsules—0
Progressive Contour Regression for Arbitrary-Shape Scene Text DetectionCode0
Learning to Plan via a Multi-Step Policy Regression Method—0
Performance Evaluation of Classification Models for Household Income, Consumption and Expenditure Data Set—0
Exoskeleton-Based Multimodal Action and Movement Recognition: Identifying and Developing the Optimal Boosted Learning Approach—0
On the benefits of maximum likelihood estimation for Regression and Forecasting—0
A Coarse-to-Fine Instance Segmentation Network with Learning Boundary Representation—0
Accuracy, Interpretability, and Differential Privacy via Explainable Boosting—0
Exploring the Properties and Evolution of Neural Network Eigenspaces during Training—0
A data-based comparative review and AI-driven symbolic model for longitudinal dispersion coefficient in natural streams—0
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign Overfitting—0
On the Power of Preconditioning in Sparse Linear Regression—0
Machine learning methods for postprocessing ensemble forecasts of wind gusts: A systematic comparisonCode0
Statistical Query Lower Bounds for List-Decodable Linear Regression—0
Regularization-Induced Bias and Consistency in Recursive Least Squares—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