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regression

Papers

Showing 11261150 of 9424 papers

TitleStatusHype
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks0
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data0
A Novel Regression Loss for Non-Parametric Uncertainty Optimization0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization0
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression0
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers0
Bayesian generalized fused lasso modeling via NEG distribution0
Bayesian Linear Regression on Deep Representations0
A Novel Multi-Period and Multilateral Price Index0
A Novel Method For Designing Transferable Soft Sensors And Its Application0
Acquisitive Crimes, Time of Day, and Multiunit Housing in the City of Milwaukee0
A Novel Large-scale Ordinal Regression Model0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process0
Accelerating Approximate Bayesian Computation with Quantile Regression: Application to Cosmological Redshift Distributions0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties0
A Novel GDP Prediction Technique based on Transfer Learning using CO2 Emission Dataset0
A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms0
A fast sound power prediction tool for genset noise using machine learning0
A Novel Explanation Against Linear Neural Networks0
A Novel Epidemiological Approach to Geographically Mapping Population Dry Eye Disease in the United States through Google Trends0
A fast online cascaded regression algorithm for face alignment0
Bayesian Context Aggregation for Neural Processes0
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming0
A Fast Method for Lasso and Logistic Lasso0
A Novel Clustering-Based Algorithm for Continuous and Non-invasive Cuff-Less Blood Pressure Estimation0
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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