SOTAVerified

regression

Papers

Showing 64266450 of 9424 papers

TitleStatusHype
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting -- An Analytical Model0
The Landscape of Empirical Risk for Non-convex Losses0
The leaky integrator that could: Or recursive polynomial regression for online signal analysis0
The least squares method for option pricing revisited0
The Lepto-Variance of Stock Returns0
The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square0
The Limits of Learning with Missing Data0
Optimality of Maximum Likelihood for Log-Concave Density Estimation and Bounded Convex Regression0
The Logistic Network Lasso0
The loss of the property of locality of the kernel in high-dimensional Gaussian process regression on the example of the fitting of molecular potential energy surfaces0
The maximum penalty criterion for ridge regression: application to the calibration of the force constant in elastic network models0
Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors0
The modal age of Statistics0
The NeRFect Match: Exploring NeRF Features for Visual Localization0
The Neural Tangent Kernel in High Dimensions: Triple Descent and a Multi-Scale Theory of Generalization0
The noise level in linear regression with dependent data0
The Nonlinear Impact of Minimum Wage on Labor Employment in China0
The One Triangle Three Parallelograms Sampling Strategy and Its Application in Shape Regression0
The Optimality of (Accelerated) SGD for High-Dimensional Quadratic Optimization0
The Optimality of Polynomial Regression for Agnostic Learning under Gaussian Marginals0
Theoretical Analysis of Consistency Regularization with Limited Augmented Data0
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs0
Theoretical and Experimental Analyses of Tensor-Based Regression and Classification0
Theoretical and Practical Analysis of Fréchet Regression via Comparison Geometry0
Theoretical and Practical Progress in Hyperspectral Pixel Unmixing with Large Spectral Libraries from a Sparse Perspective0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.79Unverified
2Baseline RegressionR2 Score0.58Unverified
3Mimic / SurrogateR2 Score0.57Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.86Unverified
2Baseline RegressionR2 Score0.59Unverified
3Mimic / SurrogateR2 Score0.58Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.87Unverified
2Baseline RegressionR2 Score0.78Unverified
3Mimic / SurrogateR2 Score0.78Unverified
#ModelMetricClaimedVerifiedStatus
1Neural NetworkR2 Score0.98Unverified
2Baseline RegressionR2 Score-0.01Unverified
3Mimic / SurrogateR2 Score-0.01Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoost-MACCSmicro-averaged RMSE0.93Unverified
2RF-ToxPrintchemical macro-average RMSE0.85Unverified
#ModelMetricClaimedVerifiedStatus
1Linear and Decision Tree RegressionR Squared86.84Unverified