Matthias C. Caro
@IMathYou2
Followers
1K
Following
8K
Media
174
Statuses
682
Recent works: https://t.co/82LW1wR1IL and https://t.co/TGo7KGwknj Assistant Professor in quantum learning theory. He/Him
Coventry, UK
Joined November 2017
🚀 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: 🔗 https://t.co/XaGXaYaAR4 Always open to suggestions and missing papers—feel free to reach out!
1
12
63
PhD positions in quantum error correction and quantum metrology are available in @sheffielduni :
0
1
2
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. 😅🙏
0
0
2
I'm fascinated by desiderata beyond correctness in learning. 🤩 One such property is *privacy*. In our new work https://t.co/eRAX81lxIO, inspired by Canetti & Karchmer's https://t.co/S8Vxv0Apnk, we plant the seeds for defining and achieving privacy in quantum learning theory! 🌱
eprint.iacr.org
We consider the task of learning a function via oracle queries, where the queries and responses are monitored (and perhaps also modified) by an untrusted intermediary. Our goal is twofold: First, we...
Can we reliably learn from untrusted, remote quantum data while keeping our learning strategy and outcomes private? In https://t.co/Dsqqht71Tc, we provide first answers with covert, verifiable quantum learning, extending Canetti–Karchmer ’21 to the quantum setting! 🧵👇
2
0
7
🎓 PhD positions in Foundations of AI & ML 📍 University of Warwick, CS Dept (FAM Division) @WarwickDCS 🗓️ Apply by 14 Nov 2025 👉 https://t.co/05kUP2vdTI Join one of the UK’s top 4 CS departments (REF 2021)! #PhD #AI #MachineLearning #AcademicJobs #Warwick
lnkd.in
This link will take you to a page that’s not on LinkedIn
0
1
6
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 👉 https://t.co/Vmpxubi7uZ
#PhD #AI #Quantum #MachineLearning #AcademicJobs #Warwick
0
1
3
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 . 🧵👇
Happy to announce our new paper "Certifying and learning quantum Ising Hamiltonians" https://t.co/jlxCYapMW3 together with @IMathYou2 , Francisco Escudero Gutiérrez, Aadil Oufkir, and @CambyseRouze. We are focusing on 2-local Hamiltonians (so a bit more general than Ising).
0
1
15
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 https://t.co/hKDp2lxEht.
0
0
1
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
2
0
10
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!
0
0
0
It's also great that #QCTiP2025 is receiving generous support from many sponsors ( https://t.co/4gSuxVZdsR). I'm already excited to see them in action at the industry session!
qctip2025.com
1. TV Tower Tier 2. Brandenburg Gate Tier 3. Reichstag Building Tier Community Sponsors Community Partners
1
0
0
Third, I'm extremely grateful to the local organising committee ( https://t.co/Bu4G3UIxNu), who are doing an incredible planning this conference for almost 300 participants. Greg, Tommaso, and PJ deserve an extra thank you for liaising with me as first-time PC Chair. 🙏
qctip2025.com
Local Organising Committee The local organisation of the conference is the responsibility of the Eisert group at Freie Universität Berlin. Peter-Jan Derks Ben Karsberg Claudia Thomas Tommaso Guaita…
1
0
0
Second, I want to highlight the many subreviewers that supported the PC. Without subreviewers, a conference of this size wouldn't be happening. So, a huge thank you to all subreviewers, named at https://t.co/Qi59sBQPoU as well as anonymous!
qctip2025.com
Reviewers During the review process, the QCTiP Program Committee received amazing support from many subreviewers. We thank all subreviewers, the ones named here and those who wished to remain anony…
1
0
0
First, I want to thank my amazing programme committee ( https://t.co/QxadVRSCli)! All 37 PC members put in significant effort to distill a strong programme out of the record number of 271 talk submissions this year. Thanks everyone for your hard work!
1
0
0
I have the honour of serving as QCTiP PC Chair this year. Of course, I am extremely grateful to the QCTiP Steering Committee ( https://t.co/LZpOF7CVpL) for this opportunity. In addition, I want to say thank you to several people without whom this conference wouldn't be happening.
qctip2025.com
Steering Committee Chair Jens Eisert, FU Berlin Committee members Ophelia Crawford, Riverlane Elham Kashefi, CNRS & Uni Edinburgh Noah Linden, Uni Bristol Ashley Montanaro, Uni Bristol & Ph…
1
0
0
Tomorrow, #QCTiP2025 at @FU_Berlin kicks off! I'm already very much looking forward to the conference. 😄
2
2
11
Our work "Learning Quantum States and Unitaries of Bounded Gate Complexity" ( https://t.co/pNbhKpa5a9) is featured in the PRX Quantum International Year of Quantum Collection ( https://t.co/XYjmwx2wAw)!
0
2
18
QCTiP 2025 is now ready for your submissions! I have the honour of chairing the programme committee for this edition of QCTiP, and I'm already looking forward to getting to read your many strong submissions. 😄
1
2
31
Join us! We are currently advertising two faculty positions: Assistant Professor (Computational, Methodological or Theoretical Statistics or Machine Learning) and Assistant Professor (Mathematical Finance). https://t.co/42LD5NfZPV Deadline: Jan 6th
0
6
10