PhD Candidate · Loughborough University

Petros Andreou

PhD candidate in Artificial Intelligence at Loughborough University. Focus: machine unlearning - teaching models to selectively forget training data, preserving privacy without full retraining.

Upcoming talk Presenting at WIPE-OUT 2, ECML PKDD 2026, Naples, Italy - 7 September 2026

Google Scholar GitHub arXiv

Office: N.2.17, Haslegrave Building, Department of Computer Science, Loughborough University, Loughborough LE11 3TU, United Kingdom

Publications

arXiv Accepted 2606.00380 1 Jun 2026

SUPREME: A Multi-GPU Framework for Reproducible Image Unlearning Method Evaluation

Petros Andreou , Jamie Lanyon , Axel Finke , Georgina Cosma

Accepted at WIPE-OUT 2: 2nd Workshop on Machine Unlearning and Privacy Preservation, ECML PKDD 2026, Naples, Italy

Read on arXiv View code Read on LinkedIn
arXiv Accepted 2510.26714 30 Oct 2025

On the importance of multiple training seeds for evaluating machine unlearning

Jamie Lanyon , Axel Finke , Petros Andreou , Georgina Cosma

Accepted at WIPE-OUT 2: 2nd Workshop on Machine Unlearning and Privacy Preservation, ECML PKDD 2026, Naples, Italy

Read on arXiv