Kelly Kostopoulou | DeepAI

DeepAI

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research

∙ 06/28/2023

Boost: Effective Caching in Differentially-Private Databases

Differentially private (DP) databases can enable privacy-preserving anal...

0 Kelly Kostopoulou, et al. ∙

research

∙ 12/26/2022

Packing Privacy Budget Efficiently

Machine learning (ML) models can leak information about users, and diffe...

0 Pierre Tholoniat, et al. ∙

research

∙ 02/05/2021

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

Sparse tensors appear frequently in distributed deep learning, either as...

19 Kelly Kostopoulou, et al. ∙