114 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Laboratoire d'Informatique de GrenobleFR18 papers
- Centre National de la Recherche ScientifiqueFR9 papers
- Criteo (France)FR6 papers
- Institut polytechnique de GrenobleFR6 papers
- Centre Inria de l'Université Grenoble AlpesFR5 papers
- Université Grenoble AlpesFR5 papers
- Institut national de recherche en sciences et technologies du numériqueFR4 papers
- École Polytechnique Fédérale de LausanneCH3 papers
- École Nationale Supérieure de l'Électronique et de ses ApplicationsFR2 papers
- École Normale Supérieure - PSLFR2 papers
- Equipes Traitement de l'Information et SystèmesFR2 papers
- Institut Polytechnique de BordeauxFR2 papers
3 papers · 1 filter
On the convergence of gradient-like flows with noisy gradient input
Panayotis Mertikopoulos, Mathias Staudigl
In view of solving convex optimization problems with noisy gradient input, we analyze the asymptotic behavior of gradient-like flows under stochastic disturbances. Specifically, we…
Distributed stochastic optimization via matrix exponential learning
Panayotis Mertikopoulos, E. Veronica Belmega, Romain Negrel +1
In this paper, we investigate a distributed learning scheme for a broad class of stochastic optimization problems and games that arise in signal processing and wireless communicati…
Boltzmann meets Nash: Energy-efficient routing in optical networks under uncertainty
Panayotis Mertikopoulos, Aris L. Moustakas, Anna Tzanakaki
Motivated by the massive deployment of power-hungry data centers for service provisioning, we examine the problem of routing in optical networks with the aim of minimizing traffic-…