Kelly Kostopoulou

According to our database, Kelly Kostopoulou authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Recursive Function Definitions in Static Dataflow Graphs and their Implementation in TensorFlow.

Kelly Kostopoulou, Angelos Charalambidis, Panos Rondogiannis

CoRR, 2024

Alistair: Efficient On-device Budgeting for Differentially-Private Ad-Measurement Systems.

Pierre Tholoniat, Kelly Kostopoulou, Peter McNeely, Prabhpreet Singh Sodhi, Anirudh Varanasi, Benjamin Case, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer

CoRR, 2024

Cookie Monster: Efficient On-Device Budgeting for Differentially-Private Ad-Measurement Systems.

Pierre Tholoniat, Kelly Kostopoulou, Peter McNeely, Prabhpreet Singh Sodhi, Anirudh Varanasi, Benjamin Case, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer

Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024

2023

Boost: Effective Caching in Differentially-Private Databases.

Kelly Kostopoulou, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer

CoRR, 2023

Turbo: Effective Caching in Differentially-Private Databases.

Kelly Kostopoulou, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

2022

Packing Privacy Budget Efficiently.

Pierre Tholoniat, Kelly Kostopoulou, Mosharaf Chowdhury, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer, Junfeng Yang

CoRR, 2022

2021

DeepReduce: A Sparse-tensor Communication Framework for Distributed Deep Learning.

Kelly Kostopoulou, Hang Xu, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis

CoRR, 2021

DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning.

Hang Xu, Kelly Kostopoulou, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021