| The Future of Large Language Model Pre-training is Federated L Sani, A Iacob, Z Cao, B Marino, Y Gao, T Paulik, W Zhao, WF Shen, ... arXiv preprint arXiv:2405.10853, 2024 | 3 | 2024 |
| Worldwide federated training of language models A Iacob, L Sani, B Marino, P Aleksandrov, WF Shen, ND Lane arXiv preprint arXiv:2405.14446, 2024 | 1 | 2024 |
| FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients X Qiu, Y Gao, L Sani, H Pan, W Zhao, PPB Gusmao, M Alibeigi, A Iacob, ... arXiv preprint arXiv:2402.10191, 2024 | 1 | 2024 |
| Privacy in Multimodal Federated Human Activity Recognition A Iacob, PPB Gusmão, ND Lane, AK Koupai, MJ Bocus, ... arXiv preprint arXiv:2305.12134, 2023 | 1 | 2023 |
| Can fair federated learning reduce the need for personalisation? A Iacob, PPB Gusmão, N Lane Proceedings of the 3rd Workshop on Machine Learning and Systems, 131-139, 2023 | 1 | 2023 |
| Photon: Federated LLM Pre-Training L Sani, A Iacob, Z Cao, R Lee, B Marino, Y Gao, D Cai, Z Li, W Zhao, ... arXiv preprint arXiv:2411.02908, 2024 | | 2024 |
| DEPT: Decoupled Embeddings for Pre-training Language Models A Iacob, L Sani, M Kurmanji, WF Shen, X Qiu, D Cai, Y Gao, ND Lane arXiv preprint arXiv:2410.05021, 2024 | | 2024 |
| High-throughput Simulation of Federated Learning via Resource-Aware Client Placement L Sani, PPB de Gusmão, A Iacob, W Zhao, X Qiu, Y Gao, ... arXiv preprint arXiv:2306.17453, 2023 | | 2023 |
| ROBUST AND PRIVATE MULTIMODAL FEDERATED HUMAN ACTIVITY RECOGNITION A Iacob, PPB Gusmao, ND Lane | | |
| WORLDWIDE EDGE-SILO FEDERATED LEARNING OF LANGUAGE MODELS A Iacob, L Sani, B Marino, P Aleksandrov, WF Shen, ND Lane | | |
| Pollen: High-throughput Simulation of Federated Learning via Resource-Aware Client Placement L Sani, PPB Gusmao, A Iacob, W Zhao, X Qiu, Y Gao, ... | | |
