Kevin Han Huang
@kevhhuang.bsky.social
Incoming postdoc @ProbAIHub, hosted @warwickstats @Princeton @orfe. PhD @GatsbyUCL. Works on universality and ML theory. He/him. 🌈
kevinhanhuang.page
kevinhanhuang.page
Reposted by Kevin Han Huang
🔥 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...
You'll be working on Multimodal Diffusions for science. Apply here google.com/about/career...
Student Researcher, 2026 — Google Careers
google.com
November 15, 2025 at 5:23 PM
🔥 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...
You'll be working on Multimodal Diffusions for science. Apply here google.com/about/career...
A better photo, in retrospect! 😄
July 11, 2025 at 10:08 AM
A better photo, in retrospect! 😄
Didn’t even realise Singapore bus stops have small plantations on top… all the little things one missed paying attention to as a kid :’)
June 15, 2025 at 8:19 AM
Didn’t even realise Singapore bus stops have small plantations on top… all the little things one missed paying attention to as a kid :’)
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! :)
@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! :)
June 7, 2025 at 10:33 AM
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! :)
@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! :)
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!
Keywords: Gaussian universality, dependent data, convex Gaussian min-max theorem, data augmentation!
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...
arxiv.org
June 7, 2025 at 10:31 AM
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!
Keywords: Gaussian universality, dependent data, convex Gaussian min-max theorem, data augmentation!
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
Work on symmetrising neural nets for schrodinger equation in crystals, with the amazing Zhan Ni, Elif Ertekin, Peter Orbanz and Ryan P. Adams
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...
arxiv.org
June 7, 2025 at 10:30 AM
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
Work on symmetrising neural nets for schrodinger equation in crystals, with the amazing Zhan Ni, Elif Ertekin, Peter Orbanz and Ryan P. Adams
Reposted by Kevin Han Huang
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...
Formalizing a proof in Lean using Github copilot and canonical
YouTube video by Terence Tao
www.youtube.com
May 11, 2025 at 1:16 AM
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...
Reposted by Kevin Han Huang
📣 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...
Deadline: 7 April 2025⌛️
👉 www.jobs.manchester.ac.uk/Job/JobDetai...
April 6, 2025 at 8:41 AM
📣 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...
Deadline: 7 April 2025⌛️
👉 www.jobs.manchester.ac.uk/Job/JobDetai...
Reposted by Kevin Han Huang
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...
🏅 Prof Richard Samworth
🏅 Prof Eric Tchetgen Tchetgen
🏅 Prof Nancy Zhang @nancyrzhang.bsky.social
Read more: rss.org.uk/news-publica...
April 2, 2025 at 3:41 PM
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...
🏅 Prof Richard Samworth
🏅 Prof Eric Tchetgen Tchetgen
🏅 Prof Nancy Zhang @nancyrzhang.bsky.social
Read more: rss.org.uk/news-publica...
Reposted by Kevin Han Huang
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...
📆 Fri Mar 21, noon UK time
🗺️ Hybrid
ℹ️ ucl-ellis.github.io/jt_csml_semi...
March 19, 2025 at 11:11 AM
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...
📆 Fri Mar 21, noon UK time
🗺️ Hybrid
ℹ️ ucl-ellis.github.io/jt_csml_semi...