Description Usage Arguments Value Examples
The selection of the kernels with the forward algorithm implemented in
FOHSIC
can be represented as a set of quadratic constraints.
This is owed to the quadratic form of the HSIC criterion. In this function,
we determine the matrices of the corresponding constraints. The output is a
list of matrices where the order is identical to the order of selection
of the kernels. The matrices are computed such the associated constraint is
nonnegative. For a length n of the list K, the total number of
constraints is n - 1.
1 | forwardQ(K, select)
|
K |
list kernel similarity matrices |
select |
integer vector containing the indices of the selected kernels |
list of matrices modeling the quadratic constraints of the selection event
1 2 3 4 5 |
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