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regression

Papers

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Showing 4151–4175 of 9424 papers

TitleStatusHype
Deciphering Cryptic Behavior in Bimetallic Transition Metal Complexes with Machine Learning—0
A Theoretical Analysis of Fine-tuning with Linear Teachers—0
Adaptive deep learning for nonlinear time series models—0
Deciding when to stop: Efficient stopping of active learning guided drug-target prediction—0
Algorithms for Learning Kernels Based on Centered Alignment—0
Image Decomposition Using a Robust Regression Approach—0
Image Gradient-Aided Photometric Stereo Network—0
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo—0
A temporal model for multiple sclerosis course evolution—0
Accurate Prediction Using Triangular Type-2 Fuzzy Linear Regression—0
Decentralized Online Regularized Learning Over Random Time-Varying Graphs—0
Decentralized Online Learning with Kernels—0
Algorithms for Generalized Cluster-wise Linear Regression—0
Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization—0
A Systematic IoU-Related Method: Beyond Simplified Regression for Better Localization—0
Decentralization Estimators for Instrumental Variable Quantile Regression Models—0
Adaptive Deep Kernel Learning—0
Debiasing Continuous-time Nonlinear Autoregressions—0
Debiased Regression for Root-N-Consistent Conditional Mean Estimation—0
Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models—0
A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression—0
Multiscale Structure Guided Diffusion for Image Deblurring—0
Image-Guided Outdoor LiDAR Perception Quality Assessment for Autonomous Driving—0
Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness—0
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension—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