Reparameterization Gradient for Non-differentiable Models
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.gitignore update Nov 25, 2018
README.md Update README.md Nov 25, 2018
bbvi.py
elbo_grad_ours2.py update Nov 25, 2018
elbo_grad_repar.py update Nov 25, 2018
elbo_grad_score.py
elbo_val.py update Nov 25, 2018
expr.py
main_run.py update Nov 25, 2018
optimizer.py update Nov 25, 2018
script.sh update Nov 25, 2018
util.py

README.md

Paper

Reparameterization Gradient for Non-differentiable Models [arxiv]
Wonyeol Lee, Hangyeol Yu, Hongseok Yang
NIPS 2018

Code

You can perform the experiments shown in the above NIPS'18 paper, by running the following script.

./script.sh 0.001 1 16
./script.sh 0.001 8  0
./script.sh 0.001 16 0
./script.sh 0.01  1 16
./script.sh 0.01  8  0
./script.sh 0.01  16 0