Publications by Giulia Fanti

Journal Article

Message from the TPC Co-Chairs

2024 • Sigmetrics Performance 2024 Abstracts of the 2024 ACM Sigmetrics IFIP Performance Joint International Conference on Measurement and Modeling of Computer Systems • v
Ciucu F, Fanti G, Righter R

Conference

PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs

2024 • Proceedings of Machine Learning Research • 235:19043-19061
Hou C, Shrivastava A, Zhan H, Conway R, Le T, Sagar A, Fanti G, Lazar D

Journal Article

Pretrained deep models outperform GBDTs in Learning-To-Rank under label scarcity

2024 • Transactions on Machine Learning Research • 2024:
Hou C, Thekumparampil KK, Shavlovsky M, Fanti G, Dattatreya Y, Sanghavi S

Conference

Statistic Maximal Leakage

2024 • IEEE International Symposium on Information Theory - Proceedings • 2742-2747
Wang S, Lin Z, Fanti G