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Georgios Damaskinos
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Asynchronous Byzantine Machine Learning (the case of SGD)
G Damaskinos, R Guerraoui, R Patra, M Taziki
International Conference on Machine Learning (ICML), 1153-1162, 2018
762018
Aggregathor: Byzantine machine learning via robust gradient aggregation
G Damaskinos, EM El-Mhamdi, R Guerraoui, A Guirguis, S Rouault
Proceedings of Machine Learning and Systems 1, 81-106, 2019
532019
Fleet: Online federated learning via staleness awareness and performance prediction
G Damaskinos, R Guerraoui, AM Kermarrec, V Nitu, R Patra, F Taiani
Proceedings of the 21st International Middleware Conference, 163-177, 2020
222020
{DELF}: Safeguarding deletion correctness in Online Social Networks
K Cohn-Gordon, G Damaskinos, D Neto, J Cordova, B Reitz, B Strahs, ...
29th {USENIX} Security Symposium ({USENIX} Security 20), 2020
92020
Differentially private stochastic coordinate descent
G Damaskinos, C Mendler-DŁnner, R Guerraoui, N Papandreou, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 7176-7184, 2021
82021
Capturing the Moment: Lightweight Similarity Computations
G Damaskinos, R Guerraoui, R Patra
33rd IEEE International Conference on Data Engineering (ICDE), 747-758, 2017
72017
Unsupervised Topic Segmentation of Meetings with BERT Embeddings
A Solbiati, K Heffernan, G Damaskinos, S Poddar, S Modi, J Cali
arXiv preprint arXiv:2106.12978, 2021
42021
The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders
G Damaskinos, R Guerraoui, EL Merrer, C Neumann
International Conference on Networked Systems, 170-182, 2020
12020
Private and Secure Distributed Learning
G Damaskinos
EPFL, 2020
12020
Method and selection of a recommendation algorithm and corresponding apparatus
E Le Merrer, G Damaskinos, C Neumann
US Patent 11,366,815, 2022
2022
Μοντελοποίηση της επίδοσης και του κόστους αλγορίθμων συνένωσης σε εφαρμογές μεγάλου όγκου δεδομένων
Γ Δαμασκηνός
2016
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Articles 1–11