An Optimization Framework for Differentially Private Sparse Fine-Tuning

Mehdi Makni, Kayhan Behdin, Gabriel Afriat, Hussein Hazimeh, Zheng Xu, Sergei Vassilvitskii, Natalia Ponomareva, Rahul Mazumder

KDD 2025

Poster acceptance at NYC Privacy Day at Google – Fall 2024

Poster acceptance at workshop TPDP 2026 - Theory and Practice of Differential Privacy

Paper Link