Search Results for author: Dongming Huang

Found 2 papers, 1 papers with code

The Optimality of Kernel Classifiers in Sobolev Space

no code implementations2 Feb 2024 Jianfa Lai, Zhifan Li, Dongming Huang, Qian Lin

Kernel methods are widely used in machine learning, especially for classification problems.

Classification

Relaxing the Assumptions of Knockoffs by Conditioning

1 code implementation7 Mar 2019 Dongming Huang, Lucas Janson

The recent paper Cand\`es et al. (2018) introduced model-X knockoffs, a method for variable selection that provably and non-asymptotically controls the false discovery rate with no restrictions or assumptions on the dimensionality of the data or the conditional distribution of the response given the covariates.

Methodology

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