Matthias C. Caro

680 posts

Matthias C. Caro

@IMathYou2

Recent works: https://t.co/82LW1wR1IL and https://t.co/TGo7KGwknj Assistant Professor in quantum learning theory. He/Him

Coventry, UK Katılım Kasım 2017

399 Takip Edilen1.2K Takipçiler

Matthias C. Caro@IMathYou2·16 Ara

It was a bit nostalgic for me to go back to my mathematical physics roots with this project. Thanks a lot to @BlakajVjosa , Anouar, @danielmalz , and Michael for this fun collaboration, and for teaching me a lot about Gibbs states!

arXiv math.MP Mathematical Physics@mathMPb

Vjosa Blakaj, et al.: Gibbs state postulate from dynamical stability -- Redundancy o... arxiv.org/abs/2512.13451 arxiv.org/pdf/2512.13451 arxiv.org/html/2512.13451

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Matthias C. Caro@IMathYou2·16 Ara

@harris_junseo Thanks a lot, Harris! 🙏

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Junseo Lee@harris_junseo·15 Eki

@IMathYou2 This is so exciting! I’ll add it to the Quantum Learning Theory Zoo right away:) And thank you so much for the zoo repost — it really helps a lot! (I only recently created my X account, so the support means a lot!)

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Matthias C. Caro@IMathYou2·15 Eki

I'm fascinated by desiderata beyond correctness in learning. 🤩 One such property is *privacy*. In our new work scirate.com/arxiv/2510.071…, inspired by Canetti & Karchmer's eprint.iacr.org/2021/764, we plant the seeds for defining and achieving privacy in quantum learning theory! 🌱

Abhishek Anand@qubishk

Can we reliably learn from untrusted, remote quantum data while keeping our learning strategy and outcomes private? In scirate.com/arxiv/2510.071…, we provide first answers with covert, verifiable quantum learning, extending Canetti–Karchmer ’21 to the quantum setting! 🧵👇

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Matthias C. Caro retweetledi

Junseo Lee@harris_junseo·14 Eki

🚀 Happy to share the Quantum Learning Theory Zoo! I’ve been curating a reference page that collects key papers and resources in this fast-growing field: 🔗 harris-junseo-lee.github.io/quantum-learni… Always open to suggestions and missing papers—feel free to reach out!

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Matthias C. Caro retweetledi

Yingkai Ouyang@YingkaiOuyang·14 Eki

PhD positions in quantum error correction and quantum metrology are available in @sheffielduni : quantiki.org/position/fully…

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Matthias C. Caro@IMathYou2·15 Eki

A huge thank you to my coauthors @qubishk , @non0knowledge , and Saachi Mutreja! Their crypto expertise was crucial for the collaboration, and I'm especially grateful that they patiently explained to me all the crypto concepts that I didn't know. 😅🙏

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Matthias C. Caro retweetledi

Fanghui Liu@Fanghui_SgrA·7 Eki

🎓 PhD positions in Foundations of AI & ML 📍 University of Warwick, CS Dept (FAM Division) @WarwickDCS 🗓️ Apply by 14 Nov 2025 👉 lnkd.in/e75-MPZc Join one of the UK’s top 4 CS departments (REF 2021)! #PhD #AI #MachineLearning #AcademicJobs #Warwick

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Matthias C. Caro@IMathYou2·7 Eki

Our Foundations of AI & ML division is seeking candidates for a PhD on (possibly quantum ;) ) machine learning theory.🎓 📍 University of Warwick, CS Dept @WarwickDCS 🗓️ Deadline: Nov 14 👉 warwick.ac.uk/fac/sci/dcs/re… #PhD #AI #Quantum #MachineLearning #AcademicJobs #Warwick

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Matthias C. Caro@IMathYou2·15 Eyl

New paper on Hamiltonian learning & testing! Assuming 2-body interactions, we give an optimal Hamiltonian certification procedure as well as (sample-)efficient algorithms for Gibbs learning and certification. For more, please see the excellent thread below by @hippoquantus . 🧵👇

Andreas Bluhm@hippoquantus

Happy to announce our new paper "Certifying and learning quantum Ising Hamiltonians" scirate.com/arxiv/2509.102… together with @IMathYou2 , Francisco Escudero Gutiérrez, Aadil Oufkir, and @CambyseRouze. We are focusing on 2-local Hamiltonians (so a bit more general than Ising).

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Matthias C. Caro@IMathYou2·12 Tem

And huge credit to @gavinmorley and his team for organising this event! 🙌 If you're curious about the great programme that we managed to put together under his lead, please take a look at warwick.ac.uk/fac/sci/resear….

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Matthias C. Caro@IMathYou2·12 Tem

As part of the @QuantumYear2025, we had our Warwick Quantum Launch Event today at @warwickuni. A big thank you to our speakers and to all participants! I'm excited to see what we can achieve as part of this interdisciplinary research initiative in the coming years. 🚀 #IYQ2025

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Matthias C. Caro@IMathYou2·22 Nis

There certainly are more people to thank, but I'll leave it at that for now. Looking forward to an exciting three days here in Berlin!

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Matthias C. Caro@IMathYou2·22 Nis

It's also great that #QCTiP2025 is receiving generous support from many sponsors (qctip2025.com/sponsors-full/). I'm already excited to see them in action at the industry session!

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Matthias C. Caro@IMathYou2·22 Nis

Tomorrow, #QCTiP2025 at @FU_Berlin kicks off! I'm already very much looking forward to the conference. 😄

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Matthias C. Caro@IMathYou2·17 Mar

Our work "Learning Quantum States and Unitaries of Bounded Gate Complexity" (doi.org/10.1103/PRXQua…) is featured in the PRX Quantum International Year of Quantum Collection (prxquantumcollection.org)!

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Matthias C. Caro@IMathYou2·17 Mar

@WarwickDCS is looking to hire in quantum computing: warwick.ac.uk/fac/sci/dcs/jo…! If you're interested in joining one of the strongest TCS groups in the UK, please do consider applying.

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Keşfet

@BlakajVjosa @danielmalz @harris_junseo @sheffielduni @qubishk @non0knowledge @WarwickDCS @hippoquantus