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>The problem is that none of the Bayesian methods for machine learning work well and quickly (please do correct me if I'm wrong--I will become my boss's favorite person). If they did, many many practitioners would be very excited to use them.

There are loads of methods based on variational autoencoders that seem to work fairly well for various problems.

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