Description Usage Arguments Value Author(s) References See Also
View source: R/cichocki_meet.R
Returns the minimum description length given the eigenvalues.
1 | mdl_eigen(lambda_vec, rho, I_nbar)
|
lambda_vec |
A numeric vector of eigenvalues. |
rho |
The estimated rho parameter from Yokota, Lee, and Cichocki (2017) |
I_nbar |
The product of the other dimensions. |
A list with two elements: rank_est
the estimated rank; and dl
a data-frame
with the description lengths for each rank from 0
to length(lambda_vec) - 1
.
David Gerard
Yokota, Tatsuya, Namgil Lee, and Andrzej Cichocki. "Robust multilinear tensor rank estimation using higher order singular value decomposition and information criteria." IEEE Transactions on Signal Processing 65.5 (2017): 1196-1206. DOI: 10.1109/TSP.2016.2620965
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