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regression

Papers

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Showing 3051–3100 of 9424 papers

TitleStatusHype
Scale invariant process regression: Towards Bayesian ML with minimal assumptions—0
On regression analysis with Padé approximants—0
Multiple Descent in the Multiple Random Feature Model—0
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination—0
An ensemble meta-estimator to predict source code testabilityCode0
Game-Theoretic Algorithms for Conditional Moment Matching—0
Meta Learning for High-dimensional Ising Model Selection Using _1-regularized Logistic Regression—0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization—0
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience—0
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm—0
Visual Cross-View Metric Localization with Dense Uncertainty EstimatesCode1
Shallow neural network representation of polynomials—0
Look in Different Views: Multi-Scheme Regression Guided Cell Instance Segmentation—0
Inference on Strongly Identified Functionals of Weakly Identified Functions—0
Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood RiskCode1
Prediction of Seismic Intensity Distributions Using Neural Networks—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
Delaunay-Triangulation-Based Learning with Hessian Total-Variation RegularizationCode0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksCode0
Transformer Networks for Predictive Group Elevator Control—0
Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing—0
Perspective Reconstruction of Human Faces by Joint Mesh and Landmark RegressionCode0
Easy Differentially Private Linear Regression—0
Multinomial Logistic Regression Algorithms via Quadratic GradientCode0
MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity PredictionCode0
SSP-Pose: Symmetry-Aware Shape Prior Deformation for Direct Category-Level Object Pose Estimation—0
Dynamic Bayesian Learning for Spatiotemporal Mechanistic ModelsCode0
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather ForecastingCode0
Comparison of Forecasting Methods of House Electricity Consumption for Honda Smart HomeCode0
Heatmap Regression for Lesion Detection using Pointwise AnnotationsCode0
Machine learning in front of statistical methods for prediction spread SARS-CoV-2 in Colombia—0
Interaction Decompositions for Tensor Network Regression—0
Neural Networks for Scalar Input and Functional OutputCode0
Boosting with copula-based components—0
Statistical Properties of the log-cosh Loss Function Used in Machine Learning—0
Interpretable Polynomial Neural Ordinary Differential Equations—0
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding—0
Learning to Learn to Predict Performance Regressions in Production at Meta—0
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality—0
Improved Point Estimation for the Rayleigh Regression Model—0
Quantile Random-Coefficient Regression with Interactive Fixed Effects: Heterogeneous Group-Level Policy Evaluation—0
Preserving Fine-Grain Feature Information in Classification via Entropic RegularizationCode0
Task-Balanced Distillation for Object Detection—0
Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume PredictionCode1
Multi-modal volumetric concept activation to explain detection and classification of metastatic prostate cancer on PSMA-PET/CTCode0
End-to-end deep learning for directly estimating grape yield from ground-based imagery—0
Bayesian Optimization with Informative Covariance—0
The Power and Limitation of Pretraining-Finetuning for Linear Regression under Covariate Shift—0
Graph Signal Processing for Heterogeneous Change Detection Part II: Spectral Domain Analysis—0
Doubly Robust Estimation of Local Average Treatment Effects Using Inverse Probability Weighted Regression Adjustment—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