208 citations · 214 across the 4 of their papers we have counts for
6 papers
MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets
Corentin Hardy, Erwan Le Merrer, Bruno Sericola
A recent technical breakthrough in the domain of machine learning is the discovery and the multiple applications of Generative Adversarial Networks (GANs). Those generative models…
Distributed deep learning on edge-devices: feasibility via adaptive compression
Corentin Hardy, Erwan Le Merrer, Bruno Sericola
A large portion of data mining and analytic services use modern machine learning techniques, such as deep learning. The state-of-the-art results by deep learning come at the price…
Optimization results for a generalized coupon collector problem
Emmanuelle Anceaume, Yann Busnel, Ernst Schulte-Geers +1
We study in this paper a generalized coupon collector problem, which consists in analyzing the time needed to collect a given number of distinct coupons that are drawn from a set o…
Impatience in mobile networks and its application to data pricing
Salah Eddine Elayoubi, Christine Fricker, Fabrice Guillemin +2
We consider in this paper an import Quality of Experience (QoE) indicator in mobile networks that is reneging of users due to impatience. We specifically consider a cell under heav…
New results on a generalized coupon collector problem using Markov chains
Emmanuelle Anceaume, Yann Busnel, Bruno Sericola
We study in this paper a generalized coupon collector problem, which consists in determining the distribution and the moments of the time needed to collect a given number of distin…
Core Persistence in Peer-to-Peer Systems: Relating Size to Lifetime
Vincent Gramoli, Anne-Marie Kermarrec, Achour Mostefaoui +2
Distributed systems are now both very large and highly dynamic. Peer to peer overlay networks have been proved efficient to cope with this new deal that traditional approaches can…