2 code implementations • 24 Jun 2021 • Alessandro Solbiati, Kevin Heffernan, Georgios Damaskinos, Shivani Poddar, Shubham Modi, Jacques Cali
Topic segmentation of meetings is the task of dividing multi-person meeting transcripts into topic blocks.
no code implementations • 12 Jun 2020 • Georgios Damaskinos, Celestine Mendler-Dünner, Rachid Guerraoui, Nikolaos Papandreou, Thomas Parnell
In this paper we tackle the challenge of making the stochastic coordinate descent algorithm differentially private.
no code implementations • 12 Jun 2020 • Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, Francois Taiani
Federated Learning (FL) is very appealing for its privacy benefits: essentially, a global model is trained with updates computed on mobile devices while keeping the data of users local.
1 code implementation • ICML 2018 • Georgios Damaskinos, El Mahdi El Mhamdi, Rachid Guerraoui, Rhicheek Patra, Mahsa Taziki
The dampening component bounds the convergence rate by adjusting to stale information through a generic gradient weighting scheme.