SOTAVerified

regression

Papers

Showing 50765100 of 9424 papers

TitleStatusHype
Faster Kernel Interpolation for Gaussian Processes0
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss0
Low Complexity Approximate Bayesian Logistic Regression for Sparse Online Learning0
Fundamental limits and algorithms for sparse linear regression with sublinear sparsity0
Predictive Quantile Regression with Mixed Roots and Increasing Dimensions: The ALQR Approach0
Complementary Composite Minimization, Small Gradients in General Norms, and Applications0
Dense Semantic Forecasting in Video by Joint Regression of Features and Feature Motion0
Robustness of Iteratively Pre-Conditioned Gradient-Descent Method: The Case of Distributed Linear Regression Problem0
Generalization error of random features and kernel methods: hypercontractivity and kernel matrix concentration0
Monitoring and Forecasting COVID-19: Statistical Heuristic Regression, Susceptible-Infected-Removed model and, Spatial Stochastics0
Sample path generation of the stochastic volatility CGMY process and its application to path-dependent option pricing0
Adaptive Scheduling for Machine Learning Tasks over Networks0
Consistent specification testing under spatial dependence0
Vertical federated learning based on DFP and BFGS0
Next-best-view Regression using a 3D Convolutional Neural NetworkCode0
Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein MetricCode0
Linear Regression with Distributed Learning: A Generalization Error Perspective0
Prediction of Chronic Kidney Disease - A Machine Learning Perspective0
Robust W-GAN-Based Estimation Under Wasserstein Contamination0
Focal and Efficient IOU Loss for Accurate Bounding Box RegressionCode0
Autocart -- spatially-aware regression trees for ecological and spatial modeling0
SEMULATOR: Emulating the Dynamics of Crossbar Array-based Analog Neural System with Regression Neural Networks0
Transferring model structure in Bayesian transfer learning for Gaussian process regression0
Uncertainty-Aware Body Composition Analysis with Deep Regression Ensembles on UK Biobank MRICode0
Causal Gradient Boosting: Boosted Instrumental Variable Regression0
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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