Kelly Kostopoulou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Probabilistic Model

Differentially Private

Top Venues

Publications

Pierre Tholoniat, Kelly Kostopoulou, Peter McNeely, Prabhpreet Singh Sodhi, Anirudh Varanasi, Benjamin Case, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Alistair: Efficient On-device Budgeting for Differentially-Private Ad-Measurement Systems. CoRR (2024)
Kelly Kostopoulou, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Turbo: Effective Caching in Differentially-Private Databases. SOSP (2023)
Kelly Kostopoulou, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer
Boost: Effective Caching in Differentially-Private Databases. CoRR (2023)
Pierre Tholoniat, Kelly Kostopoulou, Mosharaf Chowdhury, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer, Junfeng Yang
Packing Privacy Budget Efficiently. CoRR (2022)
Hang Xu, Kelly Kostopoulou, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis
DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning. NeurIPS (2021)
Kelly Kostopoulou, Hang Xu, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis
DeepReduce: A Sparse-tensor Communication Framework for Distributed Deep Learning. CoRR (2021)