Guy Van den Broeck<p>Check out Meihua Dang and Anji Liu's <a href="https://sigmoid.social/tags/NeurIPS2022" class="mention hashtag" rel="tag">#<span>NeurIPS2022</span></a> paper where tractable probabilistic circuits kill it on MNIST-family density estimation 🥳<br /><a href="https://arxiv.org/abs/2211.12551" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="">arxiv.org/abs/2211.12551</span><span class="invisible"></span></a></p><p>What are <a href="https://sigmoid.social/tags/probcircuit" class="mention hashtag" rel="tag">#<span>probcircuit</span></a>? Attend tomorrow's tutorial: <a href="https://neurips.cc/virtual/2022/tutorial/55809" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="ellipsis">neurips.cc/virtual/2022/tutori</span><span class="invisible">al/55809</span></a></p>
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#probcircuit
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Guy Van den Broeck<p>Hi all, my <a href="https://sigmoid.social/tags/introduction" class="mention hashtag" rel="tag">#<span>introduction</span></a>: <br />I'm a prof at <a href="https://sigmoid.social/tags/UCLA" class="mention hashtag" rel="tag">#<span>UCLA</span></a> CS, living in <a href="https://sigmoid.social/tags/LosAngeles" class="mention hashtag" rel="tag">#<span>LosAngeles</span></a>, and researching <a href="https://sigmoid.social/tags/ArtificialIntelligence" class="mention hashtag" rel="tag">#<span>ArtificialIntelligence</span></a>.</p><p>I enjoy bridging <a href="https://sigmoid.social/tags/machinelearning" class="mention hashtag" rel="tag">#<span>machinelearning</span></a> with probabilistic and logical <a href="https://sigmoid.social/tags/reasoning" class="mention hashtag" rel="tag">#<span>reasoning</span></a>.<br />That makes me work on probabilistic programming (<a href="https://sigmoid.social/tags/probprog" class="mention hashtag" rel="tag">#<span>probprog</span></a>), tractable probabilistic models (e.g., <a href="https://sigmoid.social/tags/probcircuit" class="mention hashtag" rel="tag">#<span>probcircuit</span></a>), and <a href="https://sigmoid.social/tags/neurosymbolic" class="mention hashtag" rel="tag">#<span>neurosymbolic</span></a> <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="tag">#<span>AI</span></a>.</p><p>Looking forward to some more authentic discourse about AI on this platform.</p>
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