Data Efficient Variational Inference

(2016-present)

I explore the interplay of group theory, harmonic analysis, deep learning, probabilistic models and variational inference in the data sparse regime. Learning is hard here due to scarse signals and lots of biases. I am currently collaborating with David Fleet and Marcus A. Brubaker on a project in cryo-electron microscopy. I am also working on a project related to systems biology.


We have not had the chance to publish, yet. Stay tuned ...

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