Hyperparameter tuning not done while evaluating beta vae metric

google-research / disentanglement_lib

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

Apache License 2.0

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Hyperparameter tuning not done while evaluating beta vae metric #28

Open kadarsh22 opened 4 years ago

kadarsh22 commented 4 years ago

The main limitation of beta vae metric is that it is sensitive to hyper parameters . This is mentioned in disentangling by factorizing. By not tuning the learning rate of Logistic regressior we need not get the true beta vae metric