| A survey on systematic approaches in managing forest fires A Dhall, A Dhasade, A Nalwade, MR VK, V Kulkarni Applied geography 121, 102266, 2020 | 52 | 2020 |
| Decentralized learning made easy with DecentralizePy A Dhasade, AM Kermarrec, R Pires, R Sharma, M Vujasinovic Proceedings of the 3rd Workshop on Machine Learning and Systems, 34-41, 2023 | 20 | 2023 |
| Towards prioritizing github issues AB Dhasade, ASM Venigalla, S Chimalakonda Proceedings of the 13th Innovations in Software Engineering Conference …, 2020 | 19 | 2020 |
| TEE-based decentralized recommender systems: The raw data sharing redemption A Dhasade, N Dresevic, AM Kermarrec, R Pires 36th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2022), 2022 | 14 | 2022 |
| QuickDrop: Efficient federated unlearning via synthetic data generation A Dhasade, Y Ding, S Guo, AM Kermarrec, M de Vos, L Wu Proceedings of the 25th International Middleware Conference, 266-278, 2024 | 10* | 2024 |
| Parallel and Scalable Precise Clustering S Byma, A Dhasade, A Altenhoff, C Dessimoz, JR Larus Proceedings of the ACM International Conference on Parallel Architectures …, 2020 | 4* | 2020 |
| Get More for Less in Decentralized Learning Systems A Dhasade, AM Kermarrec, R Pires, R Sharma, M Vujasinovic, J Wigger 43rd IEEE International Conference on Distributed Computing Systems (ICDCS 2023), 2023 | 3 | 2023 |
| Revisiting Ensembling in One-Shot Federated Learning Y Allouah, A Dhasade, R Guerraoui, N Gupta, AM Kermarrec, R Pinot, ... The 38th Annual Conference on Neural Information Processing Systems (NeurIPS …, 2024 | 2 | 2024 |
| Energy-Aware Decentralized Learning with Intermittent Model Training A Dhasade, P Dini, E Guerra, AM Kermarrec, M Miozzo, R Pires, ... arXiv preprint arXiv:2407.01283, 2024 | 1 | 2024 |
| Fairness Auditing with Multi-Agent Collaboration M de Vos, A Dhasade, JG Bourrée, AM Kermarrec, EL Merrer, ... 27th European Conference on Artificial Intelligence (ECAI) 2024, 2024 | 1 | 2024 |
| Decentralized Learning Made Practical with Client Sampling M de Vos, A Dhasade, AM Kermarrec, E Lavoie, J Pouwelse, R Sharma arXiv preprint arXiv:2302.13837, 2023 | 1 | 2023 |
| Modest: Bridging the gap between federated and decentralized learning with decentralized sampling M de Vos, A Dhasade, AM Kermarrec, E Lavoie, J Pouwelse arXiv e-prints, arXiv: 2302.13837, 2023 | 1 | 2023 |
| On the Effectiveness of One-Shot Federated Ensembles in Heterogeneous Cross-Silo Settings Y Allouah, A Dhasade, R Guerraoui, N Gupta, A Kermarrec, R Pinot, ... | 1 | |
| Practical Federated Learning without a Server A Dhasade, AM Kermarrec, E Lavoie, J Pouwelse, R Sharma, M de Vos arXiv preprint arXiv:2503.05509, 2025 | | 2025 |
| Effects of Pre-Training on One-Shot Federated Learning A LIMOZIN, A DHASADE, M RANDL, AM KERMARREC | | 2025 |
| Energy-Aware Decentralized Learning with Intermittent Model Training M De Vos, A Dhasade, P Dini, E Guerra, AM Kermarrec, M Miozzo, ... 2024 IEEE International Parallel and Distributed Processing Symposium …, 2024 | | 2024 |
| Auditer l'équité: l'union fait-elle la force? M de Vos, A Dhasade, JG Bourrée, AM Kermarrec, E Le Merrer, ... AlgoTel 2024–26èmes Rencontres Francophones sur les Aspects Algorithmiques …, 2024 | | 2024 |
| Harnessing Increased Client Participation with Cohort-Parallel Federated Learning A Dhasade, AM Kermarrec, TA Nguyen, R Pires, M de Vos arXiv preprint arXiv:2405.15644, 2024 | | 2024 |
| Boosting Federated Learning in Resource-Constrained Networks MY Boukhari, A Dhasade, AM Kermarrec, R Pires, O Safsafi, R Sharma arXiv preprint arXiv:2110.11486, 2021 | | 2021 |
| Boosting Federated Learning in Resource-Constrained Networks M Yassine Boukhari, A Dhasade, AM Kermarrec, R Pires, O Safsafi, ... arXiv e-prints, arXiv: 2110.11486, 2021 | | 2021 |
Anne-Marie KermarrecProfessor, EPFLVerifisert e-postadresse på epfl.ch