Description Usage Arguments Value
Update one element of scores A
1 | update_a_ic(obj_fun, obj_grad_a, x_i, a_ic, v_c, s_i, lambda, mu0)
|
obj_fun |
Version of loss given by bregman divergence between data and link to use in current updates. |
obj_grad_a |
Gradient of the provided loss, with respect to a. |
x_i |
The i^th sample of X. |
a_ic |
The initial value of a_ic to start the search from. |
v_c |
The c^th component of V. |
s_i |
The s^th row of the matrix AV^T - a_cv_c^T |
lambda |
The regularization parameter in the optimizatyion. |
mu0 |
The value to regularize towards. |
a_ic The updated version of a_ic.
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