Johan Leydet
Former LIRIS member since: 2026-07-31
| Quality | PhD student |
| Team(s) | DRIM |
| Institution | Centre National de la Recherche Scientifique |
| Thesis | Understanding Machine Learning Vectors: From Confusion Matrices to Byzantine-Robust Federated Learning (click to view details) |
Publications (IdHAL : johan-erbani)
Publications LIRIS pour Johan Leydet (3)
- 2025 (1)
- Conferences (1)
- International conferences with peer review (1)
- Nathan Nowakowski, Lorenzo Calogiuri, Előd Egyed-Zsigmond, Diana Nurbakova, Johan Erbani & Sylvie Calabretto (2025). "GrootWatch at EXIST 2025: Automatic Sexism Detection on Social Networks - Classification of Tweets and Memes". Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2025), 12 juillet 2025, Madrid (Spain). HAL : hal-05157015.
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- 2024 (1)
- Journals (1)
- International journals with peer review (1)
- Johan Erbani, Pierre-Édouard Portier, Előd Egyed-Zsigmond & Diana Nurbakova (2024). "Confusion Matrices: A Unified Theory". IEEE Access, vol. 12, pp. 1-1. doi : 10.1109/ACCESS.2024.3507199. HAL : hal-04820752. .
- 2023 (1)
- Conferences (1)
- International conferences with peer review (1)
- Johan Erbani, Előd Egyed-Zsigmond, Diana Nurbakova & Pierre-Edouard Portier (2023). "When Multiple Perspectives and an Optimization Process Lead to Better Performance, an Automatic Sexism Identification on Social Media With Pretrained Transformers in a Soft Label Context". 14th Conference and Labs of the Evaluation Forum (CLEF 2023), 21 septembre 2023, Thessalonique (Greece), pp. 908-918. HAL : hal-05241678. .
Publications hors LIRIS
Publications hors LIRIS pour Johan Leydet (4)
- 2026 (1)
- Conferences (1)
- International conferences with peer review (1)
- Johan Erbani, Sonia Mokhtar, Pierre-Edouard Portier, Elod Egyed-Zsigmond & Diana Nurbakova (2026). "On the Normalization of Confusion Matrices: Methods and Geometric Interpretations". AISTATS 2026, 5 mai 2026, Tanger (France). HAL : hal-05313947. .
- 2025 (2)
- Others (2)
- Johan Erbani, Sonia Mokhtar, Pierre-Edouard Portier, Elod Egyed-Zsigmond & Diana Nurbakova (2025). "Exploiting Nearest Neighbor Mixing: Nearest Neighbor Poisoning". HAL : hal-05313951. .
- Johan Erbani, Sonia Mokhtar, Pierre-Edouard Portier, Elod Egyed-Zsigmond & Diana Nurbakova (2025). "A Weighted Loss Approach to Robust Federated Learning under Data Heterogeneity". doi : 10.48550/arxiv.2506.09824. HAL : hal-05313940. .
- 2024 (1)
- Conferences (1)
- International conferences with peer review (1)
- Maud Andruszak, Alaa Alhamzeh, Előd Egyed-Zsigmond, Anton Carlsson, Yasser Otiefy & Johan Erbani (2024). "Team INSA Passau at Touché: Multi-lingual Parliamentary Speech Classification". Conference and Labs of the Evaluation Forum (CLEF 2024), 12 septembre 2024, Grenoble (France), pp. 3367-3378. HAL : hal-05241698. .