Matthias C. Caro
Scholar

Matthias C. Caro

Google Scholar ID: qmdoiikAAAAJ
Assistant Professor, University of Warwick
Quantum Learning Theory
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Citations & Impact
All-time
Citations
1,168
 
H-index
11
 
i10-index
14
 
Publications
20
 
Co-authors
33
list available
Publications
9 items
Parameterised graph theory for tensor networks: entanglement rerouting, structural simplification, and agnostic tomography
2026
Cited
0
Cloning is as Hard as Learning for Stabilizer States
2026
Cited
0
Certifying and learning local quantum Hamiltonians
2026
Cited
0
A PAC-Bayesian approach to generalization for quantum models
2026
Cited
0
Covert Quantum Learning: Privately and Verifiably Learning from Quantum Data
2025
Cited
0
Certifying and learning quantum Ising Hamiltonians
2025
Cited
0
Testing classical properties from quantum data
arXiv.org · 2024
Cited
0
Interactive proofs for verifying (quantum) learning and testing
arXiv.org · 2024
Cited
1
Co-authors
8 total
Hsin-Yuan Huang (Robert)
Hsin-Yuan Huang (Robert)
California Institute of Technology, Google Quantum AI
Patrick Coles
Patrick Coles
Normal Computing
Andrew Sornborger
Andrew Sornborger
Research Scientist, Information Sciences CCS-3, Los Alamos National Laboratory
Lukasz Cincio
Lukasz Cincio
Theoretical Division, Los Alamos National Laboratory
Zoe Holmes
Zoe Holmes
Assistant Prof, EPFL
Jens Eisert
Jens Eisert
Professor of Quantum Physics at Freie Universität Berlin, Fraunhofer HHI and Helmholtz Center Berlin
Cambyse Rouzé
Cambyse Rouzé
Inria - Institut Polytechnique de Paris
Andreas Bluhm
Andreas Bluhm
Researcher, Université Grenoble Alpes, CNRS, LIG