Integration of Interventional Robustness Score

google-research / disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

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Integration of Interventional Robustness Score #2

Closed neitzal closed 5 years ago

neitzal commented 5 years ago

Interventional Robustness Score (IRS) implementation from the following paper: Suter, R., Miladinović, Đ., Bauer, S., & Schölkopf, B. (2018). Interventional Robustness of Deep Latent Variable Models. arXiv preprint arXiv:1811.00007.

New implementation in Tensorflow off the original code

obachem commented 5 years ago

I have merged this change. Thanks for the contribution.