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regression

Papers

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Showing 3001–3050 of 9424 papers

TitleStatusHype
Classification-based Quality Estimation: Small and Efficient Models for Real-world Applications—0
Classification based Grasp Detection using Spatial Transformer Network—0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography—0
Classification based credit risk analysis: The case of Lending Club—0
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
A novel sparsity and clustering regularization—0
Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks—0
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks—0
Classification and regression using an outer approximation projection-gradient method—0
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks—0
Classification and regression of trajectories rendered as images via 2D Convolutional Neural Networks—0
Classic machine learning methods—0
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data—0
Classical Statistics and Statistical Learning in Imaging Neuroscience—0
Class Generative Models Based on Feature Regression for Pose Estimation of Object Categories—0
A Novel Regression Loss for Non-Parametric Uncertainty Optimization—0
A Novel Plug-and-Play Approach for Adversarially Robust Generalization—0
Affect Estimation in 3D Space Using Multi-Task Active Learning for Regression—0
A Critical Analysis of Image-based Camera Pose Estimation Techniques—0
Accelerating Deep Learning with Fixed Time Budget—0
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers—0
Clarifying Trust of Materials Property Predictions using Neural Networks with Distribution-Specific Uncertainty Quantification—0
A Novel Multi-Period and Multilateral Price Index—0
A Novel Method For Designing Transferable Soft Sensors And Its Application—0
A Novel Large-scale Ordinal Regression Model—0
ChoiceNet: Robust Learning by Revealing Output Correlations—0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process—0
Acquisitive Crimes, Time of Day, and Multiunit Housing in the City of Milwaukee—0
Chi-square and normal inference in high-dimensional multi-task regression—0
A Novel GDP Prediction Technique based on Transfer Learning using CO2 Emission Dataset—0
CHILLAX - at Arabic Hate Speech 2022: A Hybrid Machine Learning and Transformers based Model to Detect Arabic Offensive and Hate Speech—0
ChePAN: Constrained Black-Box Uncertainty Modelling with Quantile Regression—0
A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms—0
A fast sound power prediction tool for genset noise using machine learning—0
ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction—0
Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory—0
A Novel Explanation Against Linear Neural Networks—0
CHaRNet: Conditioned Heatmap Regression for Robust Dental Landmark Localization—0
Characterizing the invariances of learning algorithms using category theory—0
A Novel Epidemiological Approach to Geographically Mapping Population Dry Eye Disease in the United States through Google Trends—0
A fast online cascaded regression algorithm for face alignment—0
Accelerating Approximate Bayesian Computation with Quantile Regression: Application to Cosmological Redshift Distributions—0
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum—0
Characterizing instance hardness in classification and regression problems—0
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming—0
Characterizing Implicit Bias in Terms of Optimization Geometry—0
Characterization of the equivalence of robustification and regularization in linear and matrix regression—0
A Fast Method for Lasso and Logistic Lasso—0
Change-Point Detection in Time Series Using Mixed Integer Programming—0
A Novel Clustering-Based Algorithm for Continuous and Non-invasive Cuff-Less Blood Pressure Estimation—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