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06/03/2021
Normalizing Flows for Knockoff-free Controlled Feature Selection
The goal of controlled feature selection is to discover the features a r...
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02/17/2020
Decision-Making with Auto-Encoding Variational Bayes
To make decisions based on a model fit by Auto-Encoding Variational Baye...
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05/22/2018
Information Constraints on Auto-Encoding Variational Bayes
Parameterizing the approximate posterior of a generative model with neur...
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02/28/2018
Approximate Inference for Constructing Astronomical Catalogs from Images
We present a new, fully generative model for constructing astronomical c...
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11/10/2016
