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Variable Selection

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Showing 151–175 of 566 papers

TitleStatusHype
A Mathematical Framework for Feature Selection from Real-World Data with Non-Linear Observations—0
Consistent selection of tuning parameters via variable selection stability—0
A Statistical-Modelling Approach to Feedforward Neural Network Model Selection—0
Confounder Selection via Support Intersection—0
Confidence Sets Based on Thresholding Estimators in High-Dimensional Gaussian Regression Models—0
A machine learning framework for neighbor generation in metaheuristic search—0
Active learning for binary classification with variable selection—0
Conditional Variable Selection for Intelligent Test—0
Conditional independence testing with a single realization of a multivariate nonstationary nonlinear time series—0
A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval—0
Covariate-Elaborated Robust Partial Information Transfer with Conditional Spike-and-Slab Prior—0
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition—0
Localized Neural Network Modelling of Time Series: A Case Study on US Monetary Policy—0
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework—0
Comparison of Machine Learning Models in Food Authentication Studies—0
A Rank Minrelation - Majrelation Coefficient—0
A projection pursuit framework for testing general high-dimensional hypothesis—0
A least distance estimator for a multivariate regression model using deep neural networks—0
A convex formulation for high-dimensional sparse sliced inverse regression—0
Closed-form Estimators for High-dimensional Generalized Linear Models—0
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups—0
CFD-Based Quantification of Hemodynamic Variables in Cerebral Aneurysms: How Hemodynamics Shape Aneurysm Fate—0
Applications of Machine Learning for the Ratemaking in Agricultural Insurances—0
CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference—0
APPLE: Approximate Path for Penalized Likelihood Estimators—0
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