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Kelly Kostopoulou
Kelly Kostopoulou
Verifierad e-postadress på cs.columbia.edu - Startsida
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Deepreduce: A sparse-tensor communication framework for federated deep learning
H Xu, K Kostopoulou, A Dutta, X Li, A Ntoulas, P Kalnis
Advances in Neural Information Processing Systems 34, 21150-21163, 2021
292021
DeepReduce: A sparse-tensor communication framework for distributed deep learning
K Kostopoulou, H Xu, A Dutta, X Li, A Ntoulas, P Kalnis
arXiv preprint arXiv:2102.03112, 2021
112021
Packing privacy budget efficiently
P Tholoniat, K Kostopoulou, M Chowdhury, A Cidon, R Geambasu, ...
arXiv preprint arXiv:2212.13228, 2022
32022
Turbo: Effective Caching in Differentially-Private Databases
K Kostopoulou, P Tholoniat, A Cidon, R Geambasu, M Lécuyer
Proceedings of the 29th Symposium on Operating Systems Principles, 579-594, 2023
2023
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Artiklar 1–4