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regression

Papers

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Showing 3051–3075 of 9424 papers

TitleStatusHype
Scale invariant process regression: Towards Bayesian ML with minimal assumptions—0
Multiple Descent in the Multiple Random Feature Model—0
On regression analysis with Padé approximants—0
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination—0
An ensemble meta-estimator to predict source code testabilityCode0
Meta Learning for High-dimensional Ising Model Selection Using _1-regularized Logistic Regression—0
Game-Theoretic Algorithms for Conditional Moment Matching—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
Look in Different Views: Multi-Scheme Regression Guided Cell Instance Segmentation—0
Shallow neural network representation of polynomials—0
Inference on Strongly Identified Functionals of Weakly Identified Functions—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood RiskCode1
Delaunay-Triangulation-Based Learning with Hessian Total-Variation RegularizationCode0
Regression modelling of spatiotemporal extreme U.S. wildfires via partially-interpretable neural networksCode0
Prediction of Seismic Intensity Distributions Using Neural Networks—0
Transformer Networks for Predictive Group Elevator Control—0
Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing—0
Easy Differentially Private Linear Regression—0
Perspective Reconstruction of Human Faces by Joint Mesh and Landmark RegressionCode0
Multinomial Logistic Regression Algorithms via Quadratic GradientCode0
MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity PredictionCode0
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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