Georgios Damaskinos
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
492018
Aggregathor: Byzantine machine learning via robust gradient aggregation
G Damaskinos, EM El Mhamdi, R Guerraoui, AHA Guirguis, SLA Rouault
The Conference on Systems and Machine Learning (SysML), 2019, 2019
332019
Capturing the Moment: Lightweight Similarity Computations
G Damaskinos, R Guerraoui, R Patra
33rd IEEE International Conference on Data Engineering (ICDE), 747-758, 2017
72017
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
52020
{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
42020
Differentially Private Stochastic Coordinate Descent
G Damaskinos, C Mendler-DŁnner, R Guerraoui, N Papandreou, ...
arXiv preprint arXiv:2006.07272, 2020
32020
The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders
G Damaskinos, R Guerraoui, E Le Merrer, C Neumann
International Conference on Networked Systems, 170-182, 2020
12020
Method and selection of a recommendation algorithm and corresponding apparatus
E Le Merrer, G DAMASKINOS, C Neumann
US Patent App. 16/963,911, 2021
2021
Private and Secure Distributed Learning
G Damaskinos
EPFL, 2020
2020
Μοντελοποίηση της επίδοσης και του κόστους αλγορίθμων συνένωσης σε εφαρμογές μεγάλου όγκου δεδομένων
Γ Δαμασκηνός
2016
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