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regression

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Showing 2501–2525 of 9424 papers

TitleStatusHype
Approximating Score-based Explanation Techniques Using Conformal Regression—0
Extended Linear Regression: A Kalman Filter Approach for Minimizing Loss via Area Under the Curve—0
How to Protect Copyright Data in Optimization of Large Language Models?Code0
Coarse-to-Fine Multi-Scene Pose Regression with TransformersCode0
EM for Mixture of Linear Regression with Clustered Data—0
Deep Evidential Learning for Bayesian Quantile Regression—0
A step towards understanding why classification helps regressionCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Privacy-Preserving 3-Layer Neural Network Training—0
HyperLoRA for PDEs—0
Defending Label Inference Attacks in Split Learning under Regression Setting—0
Polynomial Bounds for Learning Noisy Optical Physical Unclonable Functions and Connections to Learning With Errors—0
Linear Regression with Weak Exogeneity—0
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly DetectionCode0
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on RegressionCode0
Estimating fire Duration using regression methods—0
Convergence of Two-Layer Regression with Nonlinear Units—0
Implicit ZCA Whitening Effects of Linear Autoencoders for Recommendation—0
High-Probability Risk Bounds via Sequential Predictors—0
Max-affine regression via first-order methods—0
Reinforcement Learning in Financial Markets: A Study on Dynamic Model Weight AssignmentCode0
Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models—0
Locally Adaptive and Differentiable Regression—0
Optimizing Offensive Gameplan in the National Basketball Association with Machine Learning—0
Quantile Time Series Regression Models Revisited—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