Anne-Marie Kermarrec | DeepAI

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Featured Co-authors

Rachid Guerraoui
62 publications
Aurélien Bellet
50 publications
Johan Pouwelse
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Rafael Pinot
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Rafael Pires
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François Taïani
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Rishi Sharma
9 publications
Erick Lavoie
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Martijn de Vos
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Akash Dhasade
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George Giakkoupis
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∙ 08/04/2023

On the Inherent Anonymity of Gossiping

Detecting the source of a gossip is a critical issue, related to identif...

0 Rachid Guerraoui, et al. ∙

∙ 06/07/2023

Get More for Less in Decentralized Learning Systems

Decentralized learning (DL) systems have been gaining popularity because...

0 Akash Dhasade, et al. ∙

∙ 04/17/2023

Decentralized Learning Made Easy with DecentralizePy

Decentralized learning (DL) has gained prominence for its potential bene...

0 Akash Dhasade, et al. ∙

∙ 02/27/2023

MoDeST: Bridging the Gap between Federated and Decentralized Learning with Decentralized Sampling

Federated and decentralized machine learning leverage end-user devices f...

0 Martijn de Vos, et al. ∙

∙ 02/23/2022

TEE-based decentralized recommender systems: The raw data sharing redemption

Recommenders are central in many applications today. The most effective ...

5 Akash Dhasade, et al. ∙

∙ 10/21/2021

Guess what? You can boost Federated Learning for free

Federated Learning (FL) exploits the computation power of edge devices, ...

8 Akash Dhasade, et al. ∙

∙ 04/15/2021

D-Cliques: Compensating NonIIDness in Decentralized Federated Learning with Topology

The convergence speed of machine learning models trained with Federated ...

6 Aurélien Bellet, et al. ∙

∙ 10/22/2020

Cluster-and-Conquer: When Randomness Meets Graph Locality

K-Nearest-Neighbors (KNN) graphs are central to many emblematic data min...

5 George Giakkoupis, et al. ∙

∙ 06/12/2020

FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction

Federated Learning (FL) is very appealing for its privacy benefits: esse...

0 Georgios Damaskinos, et al. ∙

∙ 05/16/2019

Derived Codebooks for High-Accuracy Nearest Neighbor Search

High-dimensional Nearest Neighbor (NN) search is central in multimedia s...

12 Fabien André, et al. ∙

∙ 12/21/2018

Quicker ADC : Unlocking the hidden potential of Product Quantization with SIMD

Efficient Nearest Neighbor (NN) search in high-dimensional spaces is a f...

0 Fabien André, et al. ∙

∙ 04/24/2017

Accelerated Nearest Neighbor Search with Quick ADC

Efficient Nearest Neighbor (NN) search in high-dimensional spaces is a f...

0 Fabien André, et al. ∙

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