no code implementations • 2 Feb 2024 • Jianfa Lai, Zhifan Li, Dongming Huang, Qian Lin
Kernel methods are widely used in machine learning, especially for classification problems.
1 code implementation • 7 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