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Hacker News<p>Computational Complexity of Neural Networks</p><p><a href="https://lunalux.io/introduction-to-neural-networks/computational-complexity-of-neural-networks/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">lunalux.io/introduction-to-neu</span><span class="invisible">ral-networks/computational-complexity-of-neural-networks/</span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/ComputationalComplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalComplexity</span></a> <a href="https://mastodon.social/tags/NeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NeuralNetworks</span></a> <a href="https://mastodon.social/tags/AIResearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIResearch</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechTrends</span></a></p>
Hacker News<p>The New Godel Prize Winner Tastes Great and Is Less Filling</p><p><a href="https://blog.computationalcomplexity.org/2025/06/the-new-godel-prize-winner-tastes-great.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.computationalcomplexity.o</span><span class="invisible">rg/2025/06/the-new-godel-prize-winner-tastes-great.html</span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/GodelPrize" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GodelPrize</span></a> <a href="https://mastodon.social/tags/ComputationalComplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalComplexity</span></a> <a href="https://mastodon.social/tags/TechNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechNews</span></a> <a href="https://mastodon.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Innovation</span></a> <a href="https://mastodon.social/tags/Humor" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Humor</span></a></p>
Hacker News<p>You Need Much Less Memory Than Time</p><p><a href="https://blog.computationalcomplexity.org/2025/02/you-need-much-less-memory-than-time.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.computationalcomplexity.o</span><span class="invisible">rg/2025/02/you-need-much-less-memory-than-time.html</span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/You" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>You</span></a> <a href="https://mastodon.social/tags/Need" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Need</span></a> <a href="https://mastodon.social/tags/Much" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Much</span></a> <a href="https://mastodon.social/tags/Less" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Less</span></a> <a href="https://mastodon.social/tags/Memory" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Memory</span></a> <a href="https://mastodon.social/tags/Than" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Than</span></a> <a href="https://mastodon.social/tags/Time" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Time</span></a> <a href="https://mastodon.social/tags/computationalcomplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computationalcomplexity</span></a> <a href="https://mastodon.social/tags/memory" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>memory</span></a> <a href="https://mastodon.social/tags/efficiency" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>efficiency</span></a> <a href="https://mastodon.social/tags/time" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>time</span></a> <a href="https://mastodon.social/tags/complexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>complexity</span></a> <a href="https://mastodon.social/tags/algorithm" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>algorithm</span></a> <a href="https://mastodon.social/tags/design" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>design</span></a></p>
Saulo Popov Zambiasi<p>Trying to tame the NP-complete beast — writing a paper about my algorithm for solving the Hamiltonian cycle <a href="https://corteximplant.com/tags/graphs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>graphs</span></a> <a href="https://corteximplant.com/tags/hamiltoncycle" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hamiltoncycle</span></a> <a href="https://corteximplant.com/tags/npcomplete" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>npcomplete</span></a> <a href="https://corteximplant.com/tags/graphalgorithms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>graphalgorithms</span></a> <a href="https://corteximplant.com/tags/computerscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computerscience</span></a> <a href="https://corteximplant.com/tags/heuristics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>heuristics</span></a> <a href="https://corteximplant.com/tags/optimization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>optimization</span></a> <a href="https://corteximplant.com/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> <a href="https://corteximplant.com/tags/computationalcomplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computationalcomplexity</span></a> <a href="https://corteximplant.com/tags/hacking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hacking</span></a> <a href="https://corteximplant.com/tags/latex" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>latex</span></a></p>
Zelestian PhD memes<p><a href="https://mastodon.online/tags/desire" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>desire</span></a> <a href="https://mastodon.online/tags/talk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>talk</span></a> <a href="https://mastodon.online/tags/computationalcomplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computationalcomplexity</span></a> <a href="https://mastodon.online/tags/computerscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computerscience</span></a> <a href="https://mastodon.online/tags/girlfriend" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>girlfriend</span></a> <a href="https://mastodon.online/tags/phdstudent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phdstudent</span></a> <a href="https://mastodon.online/tags/doctoratestudent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctoratestudent</span></a> <a href="https://mastodon.online/tags/phd" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phd</span></a> <a href="https://mastodon.online/tags/doctorate" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctorate</span></a> <a href="https://mastodon.online/tags/motivation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>motivation</span></a> <a href="https://mastodon.online/tags/meme" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>meme</span></a> <a href="https://mastodon.online/tags/memes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>memes</span></a> <a href="https://mastodon.online/tags/phdmotivation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phdmotivation</span></a> <a href="https://mastodon.online/tags/phdmeme" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phdmeme</span></a> <a href="https://mastodon.online/tags/phdmemes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phdmemes</span></a> <a href="https://mastodon.online/tags/phdlife" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phdlife</span></a> <a href="https://mastodon.online/tags/phdstudentlife" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phdstudentlife</span></a> <a href="https://mastodon.online/tags/phdtroll" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phdtroll</span></a> <a href="https://mastodon.online/tags/doctoratemotivation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctoratemotivation</span></a> <a href="https://mastodon.online/tags/doctoratememe" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctoratememe</span></a> <a href="https://mastodon.online/tags/doctoratememes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctoratememes</span></a> <a href="https://mastodon.online/tags/doctoratelife" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctoratelife</span></a> <a href="https://mastodon.online/tags/doctoratestudentlife" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctoratestudentlife</span></a> <a href="https://mastodon.online/tags/doctoratetroll" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>doctoratetroll</span></a></p>
David Bremner<p>Given a decision problem Π, I need a name for the polytope constructed by taking the convex hull of the characteristic vectors (or binary inputs of fixed length) corresponding to "yes" instances. If nobody has a better suggestion I might use "the characteristic polytope of Π". OTOH, for $reasons I'd much rather use something more standard / widespread. </p><p><a href="https://mathstodon.xyz/tags/ComputationalComplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalComplexity</span></a> <a href="https://mathstodon.xyz/tags/Polytope" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Polytope</span></a></p>
Joshua Grochow<p>Apparently I missed that Zhuk posted a *simplified* proof of the CSP Dichotomy Conjecture back in January: <a href="https://arxiv.org/abs/2404.01080" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2404.01080</span><span class="invisible"></span></a></p><p>I'd really love to understand all of this!</p><p><a href="https://mathstodon.xyz/tags/ComputationalComplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalComplexity</span></a> <a href="https://mathstodon.xyz/tags/complexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>complexity</span></a> <a href="https://mathstodon.xyz/tags/math" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>math</span></a> <a href="https://mathstodon.xyz/tags/UniversalAlgebra" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>UniversalAlgebra</span></a></p>
Jim Donegan 🎵 ✅<p>P vs. NP: The Biggest <a href="https://mastodon.scot/tags/Puzzle" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Puzzle</span></a> in <a href="https://mastodon.scot/tags/ComputerScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputerScience</span></a> </p><p>"Are there limits to what <a href="https://mastodon.scot/tags/Computers" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Computers</span></a> can do? How complex is too complex for <a href="https://mastodon.scot/tags/Computation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Computation</span></a>? The question of how hard a problem is to solve lies at the heart of an important field of computer science called <a href="https://mastodon.scot/tags/ComputationalComplexity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ComputationalComplexity</span></a>."</p><p><a href="https://www.youtube.com/watch?v=pQsdygaYcE4" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">youtube.com/watch?v=pQsdygaYcE</span><span class="invisible">4</span></a> </p><p><a href="https://mastodon.scot/tags/Philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Philosophy</span></a> <a href="https://mastodon.scot/tags/PhilosophyOfScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PhilosophyOfScience</span></a> <a href="https://mastodon.scot/tags/Science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Science</span></a> <a href="https://mastodon.scot/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://mastodon.scot/tags/InformationTechnology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>InformationTechnology</span></a> <a href="https://mastodon.scot/tags/PvsNP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PvsNP</span></a> <a href="https://mastodon.scot/tags/Logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Logic</span></a> <a href="https://mastodon.scot/tags/BooleanLogic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BooleanLogic</span></a> <a href="https://mastodon.scot/tags/Algorithm" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Algorithm</span></a> <a href="https://mastodon.scot/tags/Polynomial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Polynomial</span></a> <a href="https://mastodon.scot/tags/Polymomials" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Polymomials</span></a> <a href="https://mastodon.scot/tags/NP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NP</span></a> <a href="https://mastodon.scot/tags/NondeterministicPolynomial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NondeterministicPolynomial</span></a> <a href="https://mastodon.scot/tags/QuantaMagazine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>QuantaMagazine</span></a></p>