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Variable Selection

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Showing 51–75 of 566 papers

TitleStatusHype
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
Credit Ratings: Heterogeneous Effect on Capital Structure—0
Sparse deep neural networks for nonparametric estimation in high-dimensional sparse regression—0
International Trade Flow Prediction with Bilateral Trade Provisions—0
VICatMix: variational Bayesian clustering and variable selection for discrete biomedical dataCode0
Sparse-Group Boosting with Balanced Selection Frequencies: A Simulation-Based Approach and R ImplementationCode0
Hybrid Reinforcement Learning Framework for Mixed-Variable Problems—0
Fast leave-one-cluster-out cross-validation using clustered Network Information Criterion (NICc)—0
Stability of a Generalized Debiased Lasso with Applications to Resampling-Based Variable Selection—0
Optimal Bias-Correction and Valid Inference in High-Dimensional Ridge Regression: A Closed-Form Solution—0
Probabilistic forecasting of power system imbalance using neural network-based ensembles—0
CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference—0
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTMCode0
Predictive Analytics of Varieties of PotatoesCode0
Covariate-Elaborated Robust Partial Information Transfer with Conditional Spike-and-Slab Prior—0
Statistical Mechanics of Dynamical System Identification—0
A network-constrain Weibull AFT model for biomarkers discovery—0
Penalized Generative Variable Selection—0
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models—0
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