Feature Selection and Classification for High-Dimensional Incomplete Multimodal Data

Algorithm 1

The cutting plane algorithm.

(1) Initialize and the constraint subset .

Let iteration index .

(2) Find the most active constraint , update set

by .

(3) Update by solving the problem (10).

(4) Let . Repeat step - until convergence.