SOTAVerified

regression

Papers

Showing 55515600 of 9424 papers

TitleStatusHype
Robust Face Alignment Using a Mixture of Invariant Experts0
Robust face recognition based on the wing loss and the _1 regularization0
Robust Facial Landmark Detection under Significant Head Poses and Occlusion0
Robust Facial Landmark Localization Based on Texture and Pose Correlated Initialization0
Robust Finite Mixture Regression for Heterogeneous Targets0
Robust Frequency Constrained UC Using Data Driven Logistic Regression for Island Power Systems0
Robust Gaussian Graphical Modeling with the Trimmed Graphical Lasso0
Robust Gaussian Processes via Relevance Pursuit0
Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement0
Robust Gaussian Process Regression with a Bias Model0
Robust Gaussian Process Regression with Huber Likelihood0
Robust High-Dimensional Linear Regression0
Robust High-Dimensional Regression with Coefficient Thresholding and its Application to Imaging Data Analysis0
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric0
Robust Information Criterion for Model Selection in Sparse High-Dimensional Linear Regression Models0
Robust Kernel-based Distribution Regression0
Robust learning of halfspaces under log-concave marginals0
Robust Linear Regression for General Feature Distribution0
Robust Linear Regression: Gradient-descent, Early-stopping, and Beyond0
Robust Linear Regression: Optimal Rates in Polynomial Time0
Robust Linear Regression: Phase-Transitions and Precise Tradeoffs for General Norms0
Robust Locality-Aware Regression for Labeled Data Classification0
Robust Logistic Regression and Classification0
Robust Logistic Regression using Shift Parameters (Long Version)0
Robust Logistic Regression using Shift Parameters0
Robust Matrix Regression0
Robust Meta-learning for Mixed Linear Regression with Small Batches0
Robust mixture of experts modeling using the skew t distribution0
Robust mixture of experts modeling using the t distribution0
Robust modal regression with direct log-density derivative estimation0
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates0
Robustness Evaluation of Regression Tasks with Skewed Domain Preferences0
Robustness of Iteratively Pre-Conditioned Gradient-Descent Method: The Case of Distributed Linear Regression Problem0
Robust Neural Regression via Uncertainty Learning0
Robust Non-linear Regression: A Greedy Approach Employing Kernels with Application to Image Denoising0
Robust non-parametric mortality and fertility modelling and forecasting: Gaussian process regression approaches0
Robust Nonparametric Regression under Poisoning Attack0
Robust Nonparametric Regression under Huber's ε-contamination Model0
Robust Nonparametric Regression with Metric-Space Valued Output0
Robust One-Class Kernel Spectral Regression0
Robust online joint state/input/parameter estimation of linear systems0
Robust Ordinal Regression for Subsets Comparisons with Interactions0
Robust Partial Least Squares Using Low Rank and Sparse Decomposition0
Robust penalized least squares of depth trimmed residuals regression for high-dimensional data0
Robust Permutation Tests in Linear Instrumental Variables Regression0
Robust polynomial regression up to the information theoretic limit0
Robust Q-learning0
Robust Rayleigh Regression Method for SAR Image Processing in Presence of Outliers0
Robust Regression and Lasso0
Robust Regression for Automatic Fusion Plasma Analysis based on Generative Modeling0
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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