Henzinger, Monika

7 publications

AISTATS 2025 Differentially Private Continual Release of Histograms and Related Queries Monika Henzinger, A. R. Sricharan, Teresa Anna Steiner

NeurIPS 2024 Continual Counting with Gradual Privacy Expiration Joel Daniel Andersson, Monika Henzinger, Rasmus Pagh, Teresa Anna Steiner, Jalaj Upadhyay

ICML 2024 Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond Kyriakos Axiotis, Vincent Cohen-Addad, Monika Henzinger, Sammy Jerome, Vahab Mirrokni, David Saulpic, David Woodruff, Michael Wunder

ICML 2024 Making Old Things New: A Unified Algorithm for Differentially Private Clustering Max Dupre La Tour, Monika Henzinger, David Saulpic

ICML 2023 Constant Matters: Fine-Grained Error Bound on Differentially Private Continual Observation Hendrik Fichtenberger, Monika Henzinger, Jalaj Upadhyay

NeurIPS 2023 Simple, Scalable and Effective Clustering via One-Dimensional Projections Moses Charikar, Monika Henzinger, Lunjia Hu, Maximilian Vötsch, Erik Waingarten

ICML 2017 Capacity Releasing Diffusion for Speed and Locality Di Wang, Kimon Fountoulakis, Monika Henzinger, Michael W. Mahoney, Satish Rao