Imola, Jacob

7 publications

NeurIPS 2025 Differentially Private Quantiles with Smaller Error Jacob Imola, Fabrizio Boninsegna, Hannah Keller, Anders Aamand, Amrita Roy Chowdhury, Rasmus Pagh

ICML 2025 Lightweight Protocols for Distributed Private Quantile Estimation Anders Aamand, Fabrizio Boninsegna, Abigail Gentle, Jacob Imola, Rasmus Pagh

ICML 2023 Differentially Private Hierarchical Clustering with Provable Approximation Guarantees Jacob Imola, Alessandro Epasto, Mohammad Mahdian, Vincent Cohen-Addad, Vahab Mirrokni

ALT 2023 Online K-Means Clustering on Arbitrary Data Streams Robi Bhattacharjee, Jacob Imola, Michal Moshkovitz, Sanjoy Dasgupta

NeurIPS 2023 Private Estimation Algorithms for Stochastic Block Models and Mixture Models Hongjie Chen, Vincent Cohen-Addad, Tommaso d’Orsi, Alessandro Epasto, Jacob Imola, David Steurer, Stefan Tiegel

UAI 2022 Balancing Utility and Scalability in Metric Differential Privacy Jacob Imola, Shiva Kasiviswanathan, Stephen White, Abhinav Aggarwal, Nathanael Teissier

NeurIPS 2019 Capacity Bounded Differential Privacy Kamalika Chaudhuri, Jacob Imola, Ashwin Machanavajjhala