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regression

Papers

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Showing 2751–2775 of 9424 papers

TitleStatusHype
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers—0
FineMorphs: Affine-diffeomorphic sequences for regression—0
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression—0
Robust Nonparametric Regression under Poisoning Attack—0
Detecting Errors in a Numerical Response via any Regression ModelCode0
Vecchia Gaussian Process Ensembles on Internal Representations of Deep Neural Networks—0
When can Regression-Adjusted Control Variates Help? Rare Events, Sobolev Embedding and Minimax Optimality—0
Application of a nonlinear operator to identify an unknown parameter for a scalar regression equation with disturbance in the measurement channel—0
Drug Repurposing Targeting COVID-19 3CL Protease using Molecular Docking and Machine Learning Regression Approach—0
Dropout Drops Double Descent—0
Symbolic Regression via Control Variable Genetic ProgrammingCode0
Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID—0
Representation Transfer Learning via Multiple Pre-trained models for Linear Regression—0
Privacy-aware Gaussian Process Regression—0
Least Squares Regression Can Exhibit Under-Parameterized Double Descent—0
Classic machine learning methods—0
RSRM: Reinforcement Symbolic Regression Machine—0
Uncertainty Voting Ensemble for Imbalanced Deep RegressionCode0
Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning—0
Machine learning-based characterization of hydrochar from biomass: Implications for sustainable energy and material production—0
Adaptive observer of state variables of a nonlinear time varying system with unknown constant parameters—0
On the Size and Approximation Error of Distilled Sets—0
Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimensionCode0
Flexible Bayesian Quantile Analysis of Residential Rental Rates—0
Stochastic PDE representation of random fields for large-scale Gaussian process regression and statistical finite element analysis—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