Publications by Giulia Fanti

Conference

A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding

2025 • Advances in Neural Information Processing Systems • 38:61539-61572
Goldberg A, Fanti G, Shah NB

Conference

Benchmarking Fraud Detectors on Private Graph Data

2025 • KDD : proceedings / International Conference on Knowledge Discovery & Data Mining. International Conference on Knowledge Discovery & Data Mining • 378-389
Goldberg A, Fanti G, Shah N, Wu S

Journal Article

Characterizing the Training Dynamics of Private Fine-tuning with Langevin diffusion

2025 • Transactions on Machine Learning Research • 2025-November:
Ke S, Hou C, Oh S, Fanti G

Conference

PACMANN: EFFICIENT PRIVATE APPROXIMATE NEAREST NEIGHBOR SEARCH

2025 • 13th International Conference on Learning Representations Iclr 2025 • 99396-99416
Zhou M, Shi E, Fanti G