Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Reinterpreting Importance-Weighted Autoencoders   The standard interpretation of importance-weighted autoencoders is that they
maximize a tighter lower bound on the marginal likelihood than the standard
evidence lower bound. We give an alternate interpretation of this procedure:
that it optimizes the standard variational lower bound, but using a more
complex distribution. We formally derive this result, present a tighter lower
bound, and visualize the implicit importance-weighted distribution.

6
The categories of this paper are: astro-ph
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The categories of this paper are: math
31
The categories of this paper are: ao-sci
5
The categories of this paper are: gr-qc
28
The categories of this paper are: alg-geom
0
The categories of this paper are: hep-ph
35
The categories of this paper are: mtrl-th
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The categories of this paper are: cond-mat
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The categories of this paper are: hep-th
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The categories of this paper are: math-ph
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The categories of this paper are: supr-con
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The categories of this paper are: q-bio
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The categories of this paper are: q-fin
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The categories of this paper are: solv-int
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The categories of this paper are: bayes-an
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The categories of this paper are: atom-ph