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Elsa Rizk
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Optimal importance sampling for federated learning
E Rizk, S Vlaski, AH Sayed
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
412021
Federated learning under importance sampling
E Rizk, S Vlaski, AH Sayed
IEEE Transactions on Signal Processing 70, 5381-5396, 2022
372022
A graph federated architecture with privacy preserving learning
E Rizk, AH Sayed
2021 IEEE 22nd International Workshop on Signal Processing Advances in …, 2021
232021
Enforcing privacy in distributed learning with performance guarantees
E Rizk, S Vlaskiy, AH Sayed
IEEE Transactions on Signal Processing, 2023
92023
Second-order guarantees in federated learning
S Vlaski, E Rizk, AH Sayed
2020 54th Asilomar Conference on Signals, Systems, and Computers, 915-922, 2020
72020
Multi-agent adversarial training using diffusion learning
Y Cao, E Rizk, S Vlaski, AH Sayed
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Tracking performance of online stochastic learners
S Vlaski, E Rizk, AH Sayed
IEEE Signal Processing Letters 27, 1385-1389, 2020
32020
Privatized graph federated learning
E Rizk, S Vlaski, AH Sayed
EURASIP Journal on Advances in Signal Processing 2023 (1), 87, 2023
12023
Local graph-homomorphic processing for privatized distributed systems
E Rizk, S Vlaski, AH Sayed
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Decentralized adversarial training over graphs
Y Cao, E Rizk, S Vlaski, AH Sayed
arXiv preprint arXiv:2303.13326, 2023
12023
Decentralized Semi-supervised Learning over Multitask Graphs
M Issa, R Nassif, E Rizk, AH Sayed
2022 56th Asilomar Conference on Signals, Systems, and Computers, 419-425, 2022
12022
Network classifiers with output smoothing
E Rizk, R Nassif, AH Sayed
arXiv preprint arXiv:1911.04870, 2019
12019
Asynchronous Diffusion Learning with Agent Subsampling and Local Updates
E Rizk, K Yuan, AH Sayed
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Multi-agent Learning with Privacy Guarantees
E Rizk
EPFL, 2023
2023
Dynamic Federated Learning
E Rizk, S Vlaski, AH Sayed
International Workshop on Signal Processing Advances in Wireless …, 2020
2020
On the entropy of some classes of distributions and their mixtures
EA Rizk
2020
ASL
SA Alghunaim, V Bordignon, H Cai, Y Cao, LCE Cassano, S Deschamps, ...
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