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Variable Selection

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Showing 51–100 of 566 papers

TitleStatusHype
A Pipeline for Variable Selection and False Discovery Rate Control With an Application in Labor Economics—0
APPLE: Approximate Path for Penalized Likelihood Estimators—0
Applications of Machine Learning for the Ratemaking in Agricultural Insurances—0
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups—0
A projection pursuit framework for testing general high-dimensional hypothesis—0
A Rank Minrelation - Majrelation Coefficient—0
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition—0
A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval—0
A machine learning framework for neighbor generation in metaheuristic search—0
A Statistical-Modelling Approach to Feedforward Neural Network Model Selection—0
A Subspace-based Approach for Dimensionality Reduction and Important Variable Selection—0
A Survey of Numerical Algorithms that can Solve the Lasso Problems—0
Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series—0
Conditional Variable Selection for Intelligent Test—0
CFD-Based Quantification of Hemodynamic Variables in Cerebral Aneurysms: How Hemodynamics Shape Aneurysm Fate—0
CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference—0
Closed-form Estimators for High-dimensional Generalized Linear Models—0
Adaptive Noisy Data Augmentation for Regularized Estimation and Inference in Generalized Linear Models—0
A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random—0
A Unified Framework for Sparse Relaxed Regularized Regression: SR3—0
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines—0
Causal nearest neighbor rules for optimal treatment regimes—0
Automatic Identification of Twin Zygosity in Resting-State Functional MRI—0
An Efficient Augmented Lagrangian Based Method for Constrained Lasso—0
An Efficient Shapley Value Computation for the Naive Bayes Classifier—0
Accurate Estimation of Quantitative Trait Locus Effects with Epistatic by Improved Variational Linear Regression—0
bartMachine: Machine Learning with Bayesian Additive Regression Trees—0
An Ensemble Approach toward Automated Variable Selection for Network Anomaly Detection—0
A network-constrain Weibull AFT model for biomarkers discovery—0
Bayesian Boosting for Linear Mixed Models—0
Bayesian Compressed Regression—0
A Differentiable Rank-Based Objective For Better Feature Learning—0
Bayesian Hybrid Machine Learning of Gallstone Risk—0
Bayesian l_0-regularized Least Squares—0
Bayesian Models of Functional Connectomics and Behavior—0
Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective—0
Bayesian shrinkage in mixture of experts models: Identifying robust determinants of class membership—0
Bayesian sparse convex clustering via global-local shrinkage priors—0
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing—0
Bayesian subset selection and variable importance for interpretable prediction and classification—0
Bayesian Variable Selection for Globally Sparse Probabilistic PCA—0
Comparison of Machine Learning Models in Food Authentication Studies—0
A Two-Stage Variable Selection Approach for Correlated High Dimensional Predictors—0
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models—0
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference—0
A novel nonconvex, smooth-at-origin penalty for statistical learning—0
An update on statistical boosting in biomedicine—0
Branch and Bound in Mixed Integer Linear Programming Problems: A Survey of Techniques and Trends—0
Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-based Policy Learning—0
Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences—0
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