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Variable Selection

Papers

Showing 201250 of 566 papers

TitleStatusHype
False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening0
False Discovery Rate Control via Debiased Lasso0
Extending the Use of MDL for High-Dimensional Problems: Variable Selection, Robust Fitting, and Additive Modeling0
Branch and Bound in Mixed Integer Linear Programming Problems: A Survey of Techniques and Trends0
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning0
An update on statistical boosting in biomedicine0
Exploring Large Feature Spaces with Hierarchical Multiple Kernel Learning0
Fast leave-one-cluster-out cross-validation using clustered Network Information Criterion (NICc)0
Fast Multi-Class Probabilistic Classifier by Sparse Non-parametric Density Estimation0
Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with the Ordered l1-Norm0
Forward variable selection enables fast and accurate dynamic system identification with Karhunen-Loève decomposed Gaussian processes0
Feature and Variable Selection in Classification0
Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data0
Feature selection in functional data classification with recursive maxima hunting0
Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning0
Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes0
Expectation propagation on the diluted Bayesian classifier0
Federated Sufficient Dimension Reduction Through High-Dimensional Sparse Sliced Inverse Regression0
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference0
Flexible co-data learning for high-dimensional prediction0
A novel nonconvex, smooth-at-origin penalty for statistical learning0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space0
A Comparison of Resampling and Recursive Partitioning Methods in Random Forest for Estimating the Asymptotic Variance Using the Infinitesimal Jackknife0
ABM: an automatic supervised feature engineering method for loss based models based on group and fused lasso0
On feature selection in double-imbalanced data settings: a Random Forest approach0
Exhaustive search for sparse variable selection in linear regression0
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models0
Functional Integrative Bayesian Analysis of High-dimensional Multiplatform Genomic Data0
Fuzzy clustering of distribution-valued data using adaptive L2 Wasserstein distances0
GAM(L)A: An econometric model for interpretable Machine Learning0
Exact Combinatorial Optimization with Temporo-Attentional Graph Neural Networks0
Generalized Sparse Additive Model with Unknown Link Function0
Global sensitivity analysis for optimization with variable selection0
Glucose values prediction five years ahead with a new framework of missing responses in reproducing kernel Hilbert spaces, and the use of continuous glucose monitoring technology0
Gradient-based kernel method for feature extraction and variable selection0
Gradient Boosting for Spatial Regression Models with Autoregressive Disturbances0
Best-Subset Selection in Generalized Linear Models: A Fast and Consistent Algorithm via Splicing Technique0
Greedy Active Learning Algorithm for Logistic Regression Models0
Evaluation of the potential of Near Infrared Hyperspectral Imaging for monitoring the invasive brown marmorated stink bug0
Estimation and Inference of Treatment Effects with L_2-Boosting in High-Dimensional Settings0
Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction0
Estimating high-dimensional Markov-switching VARs0
Bayesian Variable Selection for Globally Sparse Probabilistic PCA0
A Note on Coding and Standardization of Categorical Variables in (Sparse) Group Lasso Regression0
Group Regularized Estimation under Structural Hierarchy0
Group Sparse Additive Machine0
A general multiblock method for structured variable selection0
Estimating Conditional Average Treatment Effects via Sufficient Representation Learning0
Harnessing the Potential of Volatility: Advancing GDP Prediction0
Equitability of Dependence Measure0
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