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arnavdhamija.com
| | jxmo.io

A primer on variational autoencoders (VAEs) culminating in a PyTorch implementation of a VAE with discrete latents.
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| | fa.bianp.net

There's a fascinating link between minimization of quadratic functions and polynomials. A link that goes deep and allows to phrase optimization problems in the language of polynomials and vice versa. Using this connection, we can tap into centuries of research in the theory of polynomials and shed new light on ...
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| | blogs.princeton.edu

[latexpage] Sum of squares optimization is an active area of research at the interface of algorithmic algebra and convex optimization. Over the last decade, it has made significant impact on both d...
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| | proceedings.neurips.cc


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