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regression

Papers

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Showing 1101–1150 of 9424 papers

TitleStatusHype
Bayesian Geodesic Regression on Riemannian Manifolds—0
Bayesian high-dimensional linear regression with generic spike-and-slab priors—0
Bayesian Inference for Gamma Models—0
An update on statistical boosting in biomedicine—0
An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression—0
A first-stage representation for instrumental variables quantile regression—0
A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines—0
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis—0
Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task—0
Bayesian feature selection with strongly-regularizing priors maps to the Ising Model—0
A Numerical Transform of Random Forest Regressors corrects Systematically-Biased Predictions—0
ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data—0
Bayesian Dropout—0
An SVM-like Approach for Expectile Regression—0
An Over-parameterized Exponential Regression—0
Accelerating Deep Learning with Fixed Time Budget—0
Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty—0
Bayesian Federated Inference for regression models based on non-shared multicenter data sets from heterogeneous populations—0
A Novel Variational Autoencoder with Applications to Generative Modelling, Classification, and Ordinal Regression—0
A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency—0
Nested Nonparametric Instrumental Variable Regression—0
TractoSCR: A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography—0
A novel sparsity and clustering regularization—0
Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks—0
A Critical Analysis of Image-based Camera Pose Estimation Techniques—0
A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks—0
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data—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
Sparse Linear Regression when Noises and Covariates are Heavy-Tailed and Contaminated by Outliers—0
Bayesian generalized fused lasso modeling via NEG distribution—0
Bayesian Linear Regression on Deep Representations—0
A Novel Multi-Period and Multilateral Price Index—0
A Novel Method For Designing Transferable Soft Sensors And Its Application—0
Acquisitive Crimes, Time of Day, and Multiunit Housing in the City of Milwaukee—0
A Novel Large-scale Ordinal Regression Model—0
A Feature Importance Analysis for Soft-Sensing-Based Predictions in a Chemical Sulphonation Process—0
Accelerating Approximate Bayesian Computation with Quantile Regression: Application to Cosmological Redshift Distributions—0
Decentralized Smoothing ADMM for Quantile Regression with Non-Convex Sparse Penalties—0
A Novel GDP Prediction Technique based on Transfer Learning using CO2 Emission Dataset—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
A Novel Explanation Against Linear Neural Networks—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
Bayesian Context Aggregation for Neural Processes—0
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming—0
A Fast Method for Lasso and Logistic Lasso—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