The fused Kolmogorov filter: A nonparametric model-free screening method
1 version
QM
Qing Mai
stat.MEAlgorithmscanonical correlation analysis (CCA)Computer Simulationdiscriminant analysisEM algorithmfinite mixture modelgroup lassoheavy-tailednesshigh-dimensional classification
On Valency
published · living versionsPreprints & journals
14 papers in the corpus · 2013–2026Sparse robust discriminant analysis for high-dimensional and heavy-tailed data.
1 citation
Leveraging independence in high-dimensional mixed linear regression.
1 citation
Statistical analysis for a penalized EM algorithm in high-dimensional mixture linear regression model
2 citations
High-dimensional Tensor Response Regression using the t-Distribution
1 citation
Slicing-free Inverse Regression in High-dimensional Sufficient Dimension Reduction
0 citations
Bayesian regression analysis of skewed tensor responses.
5 citations
Envelopes and principal component regression
4 citations
A Doubly-Enhanced EM Algorithm for Model-Based Tensor Clustering
37 citations
An iterative penalized least squares approach to sparse canonical correlation analysis.
42 citations
TULIP: A Toolbox for Linear Discriminant Analysis with Penalties
8 citations
Covariate-Adjusted Tensor Classification in High-Dimensions
70 citations
Model-free Envelope Dimension Selection
18 citations
The fused Kolmogorov filter: A nonparametric model-free screening method
129 citations
Semiparametric Sparse Discriminant Analysis
4 citations
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