Georgios Damaskinos

According to our database, Georgios Damaskinos authored at least 10 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2022

FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction.

Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, François Taïani

ACM Trans. Intell. Syst. Technol., 2022

2021

Unsupervised Topic Segmentation of Meetings with BERT Embeddings.

Alessandro Solbiati, Kevin Heffernan, Georgios Damaskinos, Shivani Poddar, Shubham Modi, Jacques Calì

CoRR, 2021

Differentially Private Stochastic Coordinate Descent.

Georgios Damaskinos, Celestine Mendler-Dünner, Rachid Guerraoui, Nikolaos Papandreou, Thomas P. Parnell

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Private and Secure Distributed Learning.

Georgios Damaskinos

PhD thesis, 2020

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

Proceedings of the 29th USENIX Security Symposium, 2020

The Imitation Game: Algorithm Selection by Exploiting Black-Box Recommenders.

Georgios Damaskinos, Rachid Guerraoui, Erwan Le Merrer, Christoph Neumann

Proceedings of the Networked Systems - 8th International Conference, 2020

2019

AGGREGATHOR: Byzantine Machine Learning via Robust Gradient Aggregation.

Georgios Damaskinos, El-Mahdi El-Mhamdi, Rachid Guerraoui, Arsany Guirguis, Sébastien Rouault

Proceedings of the Second Conference on Machine Learning and Systems, SysML 2019, 2019

2018

Asynchronous Byzantine Machine Learning.

Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki

CoRR, 2018

Asynchronous Byzantine Machine Learning (the case of SGD).

Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Capturing the Moment: Lightweight Similarity Computations.

Georgios Damaskinos, Rachid Guerraoui, Rhicheek Patra

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017