Week 8 Flashcards
(9 cards)
1
Q
For VI we specify?
A
2
Q
KL divergence, and motivation for using
A
3
Q
ELBO from KL
A
4
Q
Lower bound evidence
A
5
Q
Mean field variational family
A
6
Q
Bayesian mixture of Gaussians
A
7
Q
Motivate CAVI
A
8
Q
CAVI algorithm
A
Eq 13 is ELBO(q) = E[log(p(z, x))] - E[log(q(z))]
9
Q
Full derivation of ELBO for CAVI
A
