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Variable Selection

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TitleStatusHype
A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval—0
A Graphical Approach to State Variable Selection in Off-policy Learning—0
PCM Selector: Penalized Covariate-Mediator Selection Operator for Evaluating Linear Causal Effects—0
Fréchet regression with implicit denoising and multicollinearity reduction—0
Variable Selection for Comparing High-dimensional Time-Series Data—0
Proximal Iteration for Nonlinear Adaptive LassoCode0
Optimal Particle-based Approximation of Discrete Distributions (OPAD)—0
Iterative Reweighted Framework Based Algorithms for Sparse Linear Regression with Generalized Elastic Net Penalty—0
On the Selection Stability of Stability Selection and Its ApplicationsCode0
Variable Selection in Convex Piecewise Linear Regression—0
Statistical Inference in Classification of High-dimensional Gaussian Mixture—0
Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences—0
Robust Variable Selection for High-dimensional Regression with Missing Data and Measurement Errors—0
Predictive Quantile Regression with High-Dimensional Predictors: The Variable Screening Approach—0
Ab Initio Nonparametric Variable Selection for Scalable Symbolic Regression with Large pCode0
fastHDMI: Fast Mutual Information Estimation for High-Dimensional Data—0
Resource-Constrained Heuristic for Max-SAT—0
Generalized Sparse Additive Model with Unknown Link Function—0
The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research—0
Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop—0
Fractional Naive Bayes (FNB): non-convex optimization for a parsimonious weighted selective naive Bayes classifier—0
Comorbid anxiety predicts lower odds of depression improvement during smartphone-delivered psychotherapyCode0
Model-independent variable selection via the rule-based variable priority—0
Estimating Conditional Average Treatment Effects via Sufficient Representation Learning—0
Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes—0
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