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regression

Papers

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Showing 4651–4675 of 9424 papers

TitleStatusHype
A Theoretical Analysis of Fine-tuning with Linear Teachers—0
Boost-R: Gradient Boosted Trees for Recurrence Data—0
Sibling Regression for Generalized Linear Models—0
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation—0
Slope and generalization properties of neural networksCode0
Solving Machine Learning ProblemsCode0
Theory of Deep Convolutional Neural Networks III: Approximating Radial Functions—0
Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data—0
Machine learning based iterative learning control for non-repetitive time-varying systems—0
Ethical AI-Powered Regression Test Selection—0
Active-set algorithms based statistical inference for shape-restricted generalized additive Cox regression models—0
Evolving-Graph Gaussian ProcessesCode0
A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points—0
Using Robust Regression to Find Font Usage Trends—0
Counterfactual Explanations for Arbitrary Regression Models—0
Regression analysis of distributional data through Multi-Marginal Optimal transport—0
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian Framework—0
Adversarial Robustness of Streaming Algorithms through Importance Sampling—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
Near-Optimal Linear Regression under Distribution Shift—0
Training Data Subset Selection for Regression with Controlled Generalization ErrorCode0
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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