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
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…
A new regret analysis for Adam-type algorithms
Ahmet Alacaoglu, Yura Malitsky, Panayotis Mertikopoulos +1
In this paper, we focus on a theory-practice gap for Adam and its variants (AMSgrad, AdamNC, etc.). In practice, these algorithms are used with a constant first-order moment parame…
The Price of Local Fairness in Multistage Selection
Vitalii Emelianov, George Arvanitakis, Nicolas Gast +2
The rise of algorithmic decision making led to active researches on how to define and guarantee fairness, mostly focusing on one-shot decision making. In several important applicat…