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Kevin Han Huang

@kevhhuang.bsky.social

Founding researcher @ AI startup. Previously @ProbAIHub @warwickstats @Princeton @GatsbyUCL @Cambridge_Uni. ML theory & probability. He/him. 🌈 kevinhanhuang.page

Posts Replies Media

Kevin Han Huang @kevhhuang.bsky.social · 22/04/2026

Given popular demands, we have resumed the registration for a short period of time until *30 Apr*! Those already on the waiting list are guaranteed a slot so long as you register by 30 Apr. Other additional slots are available on a first-come-first basis :)

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Kevin Han Huang @kevhhuang.bsky.social · 16/03/2026

The registration closes on 31 March and there are only a number of slots left --- register before they run out :)

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Kevin Han Huang @kevhhuang.bsky.social · 26/01/2026

Very excited to announce the ProbAI Theory of Scaling Laws Workshop (warwick.ac.uk/fac/sci/stat...) at @warwickstats.bsky.social, 22-24 June! (1/4)

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Reposted by Kevin Han Huang

Arnaud Doucet @arnauddoucet.bsky.social · 15/11/2025

🔥 WANTED: Student Researcher to join me, @vdebortoli.bsky.social, Jiaxin Shi, Kevin Li and @arthurgretton.bsky.social in DeepMind London. You'll be working on Multimodal Diffusions for science. Apply here google.com/about/career...

google.com

Student Researcher, 2026 — Google Careers

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Kevin Han Huang @kevhhuang.bsky.social · 11/07/2025

A better photo, in retrospect! 😄

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Kevin Han Huang @kevhhuang.bsky.social · 15/06/2025

Didn’t even realise Singapore bus stops have small plantations on top… all the little things one missed paying attention to as a kid :’)

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Kevin Han Huang @kevhhuang.bsky.social · 07/06/2025

Last but not least of my travel updates: Courtesy of the very kind @slchau.bsky.social, I'm giving a talk at 14:30, 27 Jun @NTU CCDS in SG on data augmentation & Gaussian universality, which strings together several works over my PhD. If you're in SG/Lyon over the next few weeks, let me know! :)

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Kevin Han Huang @kevhhuang.bsky.social · 07/06/2025

Meanwhile, excited to be in #Lyon for #COLT2025, with a co-first author paper (arxiv.org/abs/2502.15752) with the amazing team -- Matthew M Mallory and our advisor Morgane Austern! Keywords: Gaussian universality, dependent data, convex Gaussian min-max theorem, data augmentation!

arxiv.org

Universality of High-Dimensional Logistic Regression and a Novel CGMT under Dependence with Applications to Data Augmentation

Over the last decade, a wave of research has characterized the exact asymptotic risk of many high-dimensional models in the proportional regime. Two foundational results have driven this progress: Gau...

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Kevin Han Huang @kevhhuang.bsky.social · 07/06/2025

Sadly missing ICML due to visa :'(, but looking forward to share our ICML paper (arxiv.org/abs/2502.05318) as a poster at #BayesComp, Singapore! Work on symmetrising neural nets for schrodinger equation in crystals, with the amazing Zhan Ni, Elif Ertekin, Peter Orbanz and Ryan P. Adams

arxiv.org

Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation

Incorporating group symmetries into neural networks has been a cornerstone of success in many AI-for-science applications. Diagonal groups of isometries, which describe the invariance under a simultan...

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Reposted by Kevin Han Huang

Terence Tao @teorth.bsky.social · 11/05/2025

As an experiment, I tried to use automated tools to formalize (in as "mindless" a fashion as possible) a one-page human written proof into Lean. You can watch the results here: www.youtube.com/watch?v=cyyR...

youtube.com

Formalizing a proof in Lean using Github copilot and canonical

YouTube video by Terence Tao

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Reposted by Kevin Han Huang

Omar Rivasplata @omarrivasplata.bsky.social · 06/04/2025

📣 In view of the current geopolitical landscape, the Dame Kathleen Ollerenshaw (DKO) Fellowships call could be your ticket to move to Manchester. Come join the AI FUN at the Manchester Centre for (AI FUN)damentals. Deadline: 7 April 2025⌛️ 👉 www.jobs.manchester.ac.uk/Job/JobDetai...

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Reposted by Kevin Han Huang

Royal Statistical Society @royalstatsoc.bsky.social · 02/04/2025

We’re thrilled to announce the recipients of the inaugural David Cox Medal for Statistics 🏅 Prof Richard Samworth 🏅 Prof Eric Tchetgen Tchetgen 🏅 Prof Nancy Zhang @nancyrzhang.bsky.social Read more: rss.org.uk/news-publica...

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Reposted by Kevin Han Huang

Gatsby Computational Neuroscience Unit @gatsbyucl.bsky.social · 19/03/2025

Kevin Huang (@kevhhuang.bsky.social) will talk about “Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation” at the Jump Trading/@ucl-csml-ellis.bsky.social seminar. Don't miss it! 📆 Fri Mar 21, noon UK time 🗺️ Hybrid ℹ️ ucl-ellis.github.io/jt_csml_semi...

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