Marios Ioannou

According to our database, Marios Ioannou authored at least 10 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Learning with and about quantum computers: possibilities and limitations.

Marios Ioannou

PhD thesis, 2025

On the average-case complexity of learning output distributions of quantum circuits.

Alexander Nietner, Marios Ioannou, Ryan Sweke, Richard Kueng, Jens Eisert, Marcel Hinsche, Jonas Haferkamp

Quantum, 2025

2024

Interactive proofs for verifying (quantum) learning and testing.

Matthias C. Caro, Jens Eisert, Marcel Hinsche, Marios Ioannou, Alexander Nietner, Ryan Sweke

CoRR, 2024

Classical Verification of Quantum Learning.

Matthias C. Caro, Marcel Hinsche, Marios Ioannou, Alexander Nietner, Ryan Sweke

Proceedings of the 15th Innovations in Theoretical Computer Science Conference, 2024

2022

A single T-gate makes distribution learning hard.

Marcel Hinsche, Marios Ioannou, Alexander Nietner, Jonas Haferkamp, Yihui Quek, Dominik Hangleiter, Jean-Pierre Seifert, Jens Eisert, Ryan Sweke

CoRR, 2022

2021

Learnability of the output distributions of local quantum circuits.

Marcel Hinsche, Marios Ioannou, Alexander Nietner, Jonas Haferkamp, Yihui Quek, Dominik Hangleiter, Jean-Pierre Seifert, Jens Eisert, Ryan Sweke

CoRR, 2021

2020

Hardness and Ease of Curing the Sign Problem for Two-Local Qubit Hamiltonians.

Joel Klassen, Milad Marvian, Stephen Piddock, Marios Ioannou, Itay Hen, Barbara M. Terhal

SIAM J. Comput., 2020

Sign-curing local Hamiltonians: termwise versus global stoquasticity and the use of Clifford transformations.

Marios Ioannou, Stephen Piddock, Milad Marvian, Joel Klassen, Barbara M. Terhal

CoRR, 2020

2019

Cybersecurity Culture in Computer Security Incident Response Teams: Investigating difficulties in communication and coordination.

Marios Ioannou, Eliana Stavrou, Maria Bada

Proceedings of the 2019 International Conference on Cyber Security and Protection of Digital Services, 2019

2010

Obtaining Bipartitions from Score Vectors for Multi-Label Classification.

Marios Ioannou, George Sakkas, Grigorios Tsoumakas, Ioannis P. Vlahavas

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010