Publications by Giulia Fanti

Conference

Data Distribution Valuation

2024 • Advances in Neural Information Processing Systems • 37:
Xu X, Wang S, Foo CS, Low BKH, Fanti G

Conference

Improving the Training of Rectified Flows

2024 • Advances in Neural Information Processing Systems • 37:
Lee S, Lin Z, Fanti G

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

Privacy Requirements and Realities of Digital Public Goods

2024 • Proceedings of the 20th Symposium on Usable Privacy and Security, SOUPS 2024 • 159-177
Gopi G, Maddi A, Arasaratnam O, Fanti G

Conference

Distance-Aware Private Set Intersection

2023 • 32nd USENIX Security Symposium, USENIX Security 2023 • 1:319-336
Chakraborti A, Fanti G, Reiter MK
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