updateOtherMatsDS: Update all heterogeneous variables

In transbioZI/dsMTLBase: dsMTL server side base functions

Update all heterogeneous variables

Description

Update the heterogeneous variables for method dsMTL_iNMF

Usage

updateOtherMatsDS(X, newH, W, Hv, lamb, Sp)

Arguments

X	The name of the data matrix
newH	The aggregated estimate of shared component H
W	The current estimate of heterogeneous component W
Hv	The current estimate of heterogeneous component Hv
lamb	The hyper-parameter for balancing the amount of homogeneous and heterogeneous information
Sp	The hyper-parameter for controlling the sparsity

Details

The function was performed when the server received the aggregated H, the server would update all variables in the server

Value

The updated heterogeneous variables for eacg server

Author(s)

Han Cao

transbioZI/dsMTLBase documentation built on Jan. 20, 2025, 8:18 p.m.