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regression

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Showing 3651–3700 of 9424 papers

TitleStatusHype
Aleatoric uncertainty for Errors-in-Variables models in deep regression—0
Fuzzy Integral = Contextual Linear Order Statistic—0
Fuzzy Mixed Integer Optimization Model for Regression Approach—0
Fuzzy Model Tree For Early Effort Estimation—0
Optimal Cross-Validation for Sparse Linear Regression—0
Game-Theoretic Algorithms for Conditional Moment Matching—0
GAP Safe screening rules for sparse multi-task and multi-class models—0
Error Reduction from Stacked Regressions—0
GapTV: Accurate and Interpretable Low-Dimensional Regression and Classification—0
Call for Action: towards the next generation of symbolic regression benchmark—0
GauCho: Gaussian Distributions with Cholesky Decomposition for Oriented Object Detection—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
Error-in-variables modelling for operator learning—0
Gaussian Process-based Min-norm Stabilizing Controller for Control-Affine Systems with Uncertain Input Effects and Dynamics—0
Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences—0
Gaussian processes for dynamics learning in model predictive control—0
Calibration of ordinal regression networks—0
Gaussian Processes on Hypergraphs—0
Gaussian Processes with Context-Supported Priors for Active Object Localization—0
Gaussian Processes with Noisy Regression Inputs for Dynamical Systems—0
Error Distribution Smoothing:Advancing Low-Dimensional Imbalanced Regression—0
Gaussian Process Model for Estimating Piecewise Continuous Regression Functions—0
Error Correcting Algorithms for Sparsely Correlated Regressors—0
Gaussian Process on the Product of Directional Manifolds—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
Adversarially Robust PAC Learnability of Real-Valued Functions—0
Gaussian process regression as a predictive model for Quality-of-Service in Web service systems—0
Gaussian process regression can turn non-uniform and undersampled diffusion MRI data into diffusion spectrum imaging—0
Gaussian Process Regression constrained by Boundary Value Problems—0
Gaussian Process Regression for Arctic Coastal Erosion Forecasting—0
Gaussian Process Regression for Binned Data—0
Gaussian Process Regression for Derivative Portfolio Modeling and Application to CVA Computations—0
Gaussian process regression for forecasting battery state of health—0
Gaussian Process Regression for Improved Underwater Navigation—0
Gaussian Process Regression for Inverse Problems in Linear PDEs—0
Gaussian Process Regression for Maximum Entropy Distribution—0
Error Correcting Algorithms for Sparsely Correlated Regressors—0
Gaussian Process Regression for Pricing Variable Annuities with Stochastic Volatility and Interest Rate—0
Gaussian Process Regression for Probabilistic Short-term Solar Output Forecast—0
Error Bounds of the Invariant Statistics in Machine Learning of Ergodic Itô Diffusions—0
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions—0
Gaussian Process Regression under Computational and Epistemic Misspecification—0
Gaussian Process Regression with Heteroscedastic or Non-Gaussian Residuals—0
Error Bounds for Piecewise Smooth and Switching Regression—0
Calibrating Uncertainties in Object Localization Task—0
Error Asymmetry in Causal and Anticausal Regression—0
Error analysis of regularized least-square regression with Fredholm kernel—0
Gaussian process regression with Student-t likelihood—0
Error Analysis of Generalized Nyström Kernel Regression—0
Calibrated Reliable Regression using Maximum Mean Discrepancy—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