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loreloc committed Jan 14, 2025
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# Subtractive Mixture Models via Squaring: Representation and Learning

This repository contains the code for reproducing the experiments of the paper
[_"Subtractive Mixture Models via Squaring: Representation and Learning"_](https://openreview.net/forum?id=xIHi5nxu9P), which has been accepted at ICLR 2024.
[_"Subtractive Mixture Models via Squaring: Representation and Learning"_](https://openreview.net/forum?id=xIHi5nxu9P), which has been accepted at ICLR 2024 as a spotlight (top 5%).

We show how to effectively represent and learn a generic class of (deep) mixture models encoding subtractions of
probability distributions, called _squared non-monotonic PCs_ (NPC<sup>2</sup>s), and theoretically prove they can be
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