Postgraduate research students

OZGU GOKSU

2718886G@student.gla.systa-s.com

Research title: Beyond Labels and Centralisation: Representation Learning Through Data Curation

Publications

List by: Type | Date

Jump to: 2026 | 2024
Number of items: 3.

2026

Göksu, Özgü and Pugeault, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-3455-6280 (2026) FedQuad: Federated Stochastic Quadruplet Learning to Mitigate Data Heterogeneity. In: 3rd IEEE International Conference on Federated Learning Technologies and Applications (FLTA25), Dubrovnik, Croatia, 14-17 October 2025, pp. 262-269. ISBN 9798331556709 (doi: 10.1109/FLTA67013.2025.11336470)

Goksu, Ozgu and Pugeault, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-3455-6280 (2026) Hybrid-Regularized Magnitude Pruning for Robust Federated Learning under Covariate Shift. In: International Symposium on Edge intelligence, Trustworthy and Decentralized Artificial Intelligence (iEDGE 2025), Dubrovnik, Croatia, 14-17 October 2025, pp. 588-592. ISBN 9798331556709 (doi: 10.1109/FLTA67013.2025.11336795)

2024

Goksu, Ozgu and Pugeault, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-3455-6280 (2024) The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation. In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2024), Yokohama, Japan, 30 Jun - 05 Jul 2024, pp. 1-8. ISBN 9798350359312 (doi: 10.1109/IJCNN60899.2024.10650183)

This list was generated on Sat Jan 31 11:44:37 2026 GMT.
Jump to: Conference Proceedings
Number of items: 3.

Conference Proceedings

Göksu, Özgü and Pugeault, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-3455-6280 (2026) FedQuad: Federated Stochastic Quadruplet Learning to Mitigate Data Heterogeneity. In: 3rd IEEE International Conference on Federated Learning Technologies and Applications (FLTA25), Dubrovnik, Croatia, 14-17 October 2025, pp. 262-269. ISBN 9798331556709 (doi: 10.1109/FLTA67013.2025.11336470)

Goksu, Ozgu and Pugeault, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-3455-6280 (2026) Hybrid-Regularized Magnitude Pruning for Robust Federated Learning under Covariate Shift. In: International Symposium on Edge intelligence, Trustworthy and Decentralized Artificial Intelligence (iEDGE 2025), Dubrovnik, Croatia, 14-17 October 2025, pp. 588-592. ISBN 9798331556709 (doi: 10.1109/FLTA67013.2025.11336795)

Goksu, Ozgu and Pugeault, Nicolas ORCID logoORCID: https://orcid.org/0000-0002-3455-6280 (2024) The Bad Batches: Enhancing Self-Supervised Learning in Image Classification Through Representative Batch Curation. In: IEEE World Congress on Computational Intelligence (IEEE WCCI 2024), Yokohama, Japan, 30 Jun - 05 Jul 2024, pp. 1-8. ISBN 9798350359312 (doi: 10.1109/IJCNN60899.2024.10650183)

This list was generated on Sat Jan 31 11:44:37 2026 GMT.

Supervisors