6 citations
- Laboratoire d'Informatique de GrenobleFR4 papers
- Centre Inria de l'Université Grenoble AlpesFR2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Institut polytechnique de GrenobleFR2 papers
- Centre Inria de SaclayFR1 paper
- FAIRPLAY: IA coopérative : équité, vie privée, incitationsFR1 paper
- GIPSA-LabFR1 paper
- Institut de Recherche en Informatique de ToulouseFR1 paper
- Institut Polytechnique de BordeauxFR1 paper
- Rutgers, The State University of New JerseyUS1 paper
- Université Grenoble AlpesFR1 paper
4 papers
Push--Pull with Device Sampling
Yu-Guan Hsieh, Yassine Laguel, Franck Iutzeler +1
We consider decentralized optimization problems in which a number of agents collaborate to minimize the average of their local functions by exchanging over an underlying communicat…
Fairness in Selection Problems with Strategic Candidates
Vitalii Emelianov, Nicolas Gast, Patrick Loiseau
To better understand discriminations and the effect of affirmative actions in selection problems (e.g., college admission or hiring), a recent line of research proposed a model bas…
Asynchronous Load Balancing and Auto-scaling: Mean-Field Limit and Optimal Design
Jonatha Anselmi
We develop a Markovian framework for load balancing that combines classical algorithms such as Power-of- with auto-scaling mechanisms that allow the net service capacity to scal…
A Random Matrix Perspective on Random Tensors
José Henrique de Morais Goulart, Romain Couillet, Pierre Comon
Tensor models play an increasingly prominent role in many fields, notably in machine learning. In several applications, such as community detection, topic modeling and Gaussian mix…