Alex Iacob

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Document Ranking

Human Activity Recognition

Unlabeled Training Data

Top Venues

EuroMLSys@EuroSys

Publications

Xinchi Qiu, Yan Gao, Lorenzo Sani, Heng Pan, Wanru Zhao, Pedro P. B. de Gusmao, Mina Alibeigi, Alex Iacob, Nicholas D. Lane
FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients. CoRR (2024)
Lorenzo Sani, Alex Iacob, Zeyu Cao, Bill Marino, Yan Gao, Tomás Paulik, Wanru Zhao, William F. Shen, Preslav Aleksandrov, Xinchi Qiu, Nicholas D. Lane
The Future of Large Language Model Pre-training is Federated. CoRR (2024)
Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane
Worldwide Federated Training of Language Models. CoRR (2024)
Alex Iacob, Pedro Porto Buarque de Gusmão, Nicholas D. Lane
Can Fair Federated Learning Reduce the need for Personalisation? EuroMLSys@EuroSys (2023)
Alex Iacob, Pedro Porto Buarque de Gusmão, Nicholas D. Lane, Armand K. Koupai, Mohammud Junaid Bocus, Raúl Santos-Rodríguez, Robert J. Piechocki, Ryan McConville
Privacy in Multimodal Federated Human Activity Recognition. CoRR (2023)
Alex Iacob, Pedro Porto Buarque de Gusmão, Nicholas D. Lane
Can Fair Federated Learning reduce the need for Personalisation? CoRR (2023)
Lorenzo Sani, Pedro Porto Buarque de Gusmão, Alex Iacob, Wanru Zhao, Xinchi Qiu, Yan Gao, Javier Fernández-Marquás, Nicholas Donald Lane
High-throughput Simulation of Federated Learning via Resource-Aware Client Placement. CoRR (2023)