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regression

Papers

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Showing 6376–6400 of 9424 papers

TitleStatusHype
The curse of overparametrization in adversarial training: Precise analysis of robust generalization for random features regression—0
The data-driven physical-based equations discovery using evolutionary approach—0
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian Framework—0
The Definitive Guide to Automated Regression Testing—0
The Developmental Landscape of In-Context Learning—0
The direct and indirect effect of CAP support on farm income enhancement:a farm-based econometric analysis—0
The Directional Bias Helps Stochastic Gradient Descent to Generalize in Kernel Regression Models—0
The Discrete Dantzig Selector: Estimating Sparse Linear Models via Mixed Integer Linear Optimization—0
The Effectiveness of a Dynamic Loss Function in Neural Network Based Automated Essay Scoring—0
The Effect of Heteroscedasticity on Regression Trees—0
The Effect of Omitted Variables on the Sign of Regression Coefficients—0
The Efficient Shrinkage Path: Maximum Likelihood of Minimum MSE Risk—0
The Elliptical Processes: a Family of Fat-tailed Stochastic Processes—0
The Error Probability of Random Fourier Features is Dimensionality Independent—0
The Exact Sample Complexity Gain from Invariances for Kernel Regression—0
The Expected Jacobian Outerproduct: Theory and Empirics—0
The Expediting Effect of Monitoring on Infrastructural Works. A Regression-Discontinuity Approach with Multiple Assignment Variables—0
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees—0
The Fast Cauchy Transform and Faster Robust Linear Regression—0
The Fine-Grained Hardness of Sparse Linear Regression—0
The finite sample performance of instrumental variable-based estimators of the Local Average Treatment Effect when controlling for covariates—0
The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R—0
Fundamental limits and algorithms for sparse linear regression with sublinear sparsity—0
The Galactic 3D large-scale dust distribution via Gaussian process regression on spherical coordinates—0
The Gaussian Radon Transform and Machine Learning—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