Artem Zvyagintsev🇺🇸🇺🇦 @corba77
machine learning engineer, programmer, and mathematician: former Topos and Synthetic Differential Geometry theorist. medium.com/@corba77 Lincoln Park, NJ Joined May 2009-
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Artem Zvyagintsev🇺🇸🇺🇦 retweeted
A Conversation with Edward Witten youtube.com/watch?v=PZ_qnB…
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Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
We started releasing the first chapters of our Geometric Deep Learning book and the accompanying slides from the corresponding Oxford and Cambridge courses.
We started releasing the first chapters of our Geometric Deep Learning book and the accompanying slides from the corresponding Oxford and Cambridge courses.
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
My book is out! worldscientific.com/worldscibooks/…
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Been looking forward to this one! It has a convoluted story: from @bgavran3’s theoretical work on parametrised optics, then @lotz84_’s Haskell implementation demoing a 3-layer perceptron learning xor with a blog post in Japanese, and now @tangled_zans ported it to Idris… (1/2)
Been looking forward to this one! It has a convoluted story: from @bgavran3’s theoretical work on parametrised optics, then @lotz84_’s Haskell implementation demoing a 3-layer perceptron learning xor with a blog post in Japanese, and now @tangled_zans ported it to Idris… (1/2)
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
AI for Math resources. ~ Talia Ringer et als. docs.google.com/document/d/1kD… #AI #Math
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
It's been a while since I posted lectures on YouTube... so here's two 🫡 #1: Into the realm Categorical youtube.com/watch?v=yUxiDO… #2: Categorical Deep Learning youtube.com/watch?v=QEL4dj… (assumes familiarity w/ geometric DL) @bgavran3 @PaulRoyLessard @andrewdudzik @tlvg @_joaogui1
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
And the Bibby Zone is back! This time we're starting from the very beginning, with a gentle introduction to recursion schemes in Idris. zanzix.github.io/posts/3-rec-id…
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
We just dropped our conversation with Dr. Paul Lessard from @symbolica - Paul and his collaborators have written a paper on "Categorical Deep Learning and Algebraic Theory of Architectures". They aim to make neural networks more interpretable, composable and amenable to formal…
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Announcing Collimator 2.0!!! New features: * Powered by JAX * Generative AI * AutoDifferentiation * PID AutoTune * SINDy blocks * Model Predictive Control * Real-Time Collaboration * Hardware in the Loop Kudos to the amazing team @CollimatorAI Try it @ collimator.ai
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
The curse of the excluded middle ("Mostly functional" programming does not work). ~ Erik Meijer (@[email protected]). cacm.acm.org/practice/the-c… #FunctionalProgramming #Haskell
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
And now, finally on arXiv! (After being on hold for almost three weeks) arxiv.org/abs/2403.13001
And now, finally on arXiv! (After being on hold for almost three weeks) arxiv.org/abs/2403.13001 https://t.co/p3PaXxNR1K
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Category theory inspired by LLMs. ~ Tai-Danae Bradley. youtube.com/live/_LgWD3UTK… #LLMs #CategoryTheory
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Ivan Di Liberti, Gabriele Lobbia: Sketches and Classifying Logoi arxiv.org/abs/2403.09264 arxiv.org/pdf/2403.09264
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
My PhD Thesis is now available to read! It presents a mathematical foundation for neural networks that is end-to-end, uniform, and prescriptive. I'm incredibly excited about it. You can find it at brunogavranovic.com/assets/Fundame… and summarised at the following blog post…
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Category Theory ∩ Machine Learning I made a graph of the cumulative number of papers through time. I suspect 2012 isn't the year the first relevant paper appeared, but I can't find anything predating it.
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
If you are interested in differential geometry but are not able to attend this seminar, I can't recommend enough this course from Frederic Schuller: 📽️youtube.com/playlist?list=…
If you are interested in differential geometry but are not able to attend this seminar, I can't recommend enough this course from Frederic Schuller: 📽️youtube.com/playlist?list=…
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
If you want a clearly written survey on the relations between transformers and formal languages, you can't do better than this, by @sleynas, @lambdaviking, Gail Weiss, @davidweichiang, and Dana Angluin: arxiv.org/abs/2311.00208
Artem Zvyagintsev🇺🇸🇺🇦 retweeted
Stepwise self-consistent mathematical reasoning with Large Language Models. ~ Zilong Zhao, Yao Rong, Dongyang Guo, Emek Gözlüklü, Emir Gülboy, Enkelejda Kasneci. arxiv.org/abs/2402.17786 #LLMs #Math #Reasoning
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