Georgios Damaskinos

Researcher, Meta

Joined

July 2019

Names

Georgios Damaskinos

Emails

****@epfl.ch (Confirmed)

,

****@gmail.com (Confirmed)

,

****@fb.com (Confirmed)

Personal Links

Career & Education History

Researcher

Meta (meta.com)

2020 – Present

PhD student

Swiss Federal Institute of Technology Lausanne (epfl.ch)

2015 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

Recommender systems

2021 – Present

Differential privacy

2017 – Present

Federated learning

2016 – Present

Publications

Differentially Private Stochastic Coordinate Descent
Georgios Damaskinos, Celestine Mendler-Dünner, Rachid Guerraoui, Nikolaos Papandreou, Thomas P. Parnell
- 2020 (modified: 10 May 2023)
- CoRR 2020
- Readers: Everyone
DELF: Safeguarding deletion correctness in Online Social Networks
Katriel Cohn-Gordon, Georgios Damaskinos, Divino Neto, Joshi Cordova, Benoît Reitz, Benjamin Strahs, Daniel Obenshain, Paul Pearce, Ioannis Papagiannis, Available Media
- 2020 (modified: 01 Jun 2021)
- USENIX Security Symposium 2020
- Readers: Everyone
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction
Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani
- 2020 (modified: 10 May 2023)
- CoRR 2020
- Readers: Everyone
FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction
Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani
- 2020 (modified: 10 May 2023)
- Middleware 2020
- Readers: Everyone
The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders
Georgios Damaskinos, Rachid Guerraoui, Erwan Le Merrer, Christoph Neumann
- 2020 (modified: 15 May 2023)
- NETYS 2020
- Readers: Everyone
AGGREGATHOR: Byzantine Machine Learning via Robust Gradient Aggregation
Georgios Damaskinos, El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault
- 2019 (modified: 10 May 2023)
- MLSys 2019
- Readers: Everyone
Asynchronous Byzantine Machine Learning (the case of SGD)
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
Asynchronous Byzantine Machine Learning
Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
- 2018 (modified: 10 May 2023)
- CoRR 2018
- Readers: Everyone
Capturing the Moment: Lightweight Similarity Computations
Georgios Damaskinos, Rachid Guerraoui, Rhicheek Patra
- 2017 (modified: 10 May 2023)
- ICDE 2017
- Readers: Everyone

Co-Authors