• The Inria's Research Teams produce an annual Activity Report presenting their activities and their results of the year. These reports include the team members, the scientific program, the software developed by the team and the new results of the year. The report also describes the grants, contracts and the activities of dissemination and teaching. Finally, the report gives the list of publications of the year.

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## Section: Highlights of the Year

### Highlights of the Year

#### Awards

• The paper by Nicolas Gast and co-authors received the Best Paper Award at ACM SIGMETRICS 2018.

• The paper by Patrick Loiseau and co-authors was nominated for the Best Paper Award at ACM FAT${}^{*}$ 2018.

• The work on “Multi-Agent Online Learning with Imperfect Information” by Panayotis Mertikopoulos and co-authors was shortlisted for the INFORMS George Nicholson Best Student Paper Award.

• Panayotis Mertikopoulos received an Outstanding Reviewer Award at NIPS 2018.

• Benjamin Roussillon was co-laureate of the “Prix de mémoire de master 2018 en RO/AD” (best MSc thesis in operations research) from ROADEF for his Master thesis on “Development of adversarial classifiers using Bayesian games” under the supervision of Patrick Loiseau.

###### Best Papers Awards:
[24]
N. Gast, B. V. Houdt.

A Refined Mean Field Approximation, in: ACM SIGMETRICS 2018, Irvine, France, June 2018, 1 p.

https://hal.inria.fr/hal-01891642

[30]
T. Speicher, M. Ali, G. Venkatadri, F. Ribeiro, G. Arvanitakis, F. Benevenuto, K. P. Gummadi, P. Loiseau, A. Mislove.

Potential for Discrimination in Online Targeted Advertising, in: FAT 2018 - Conference on Fairness, Accountability, and Transparency, New-York, United States, February 2018, vol. 81, pp. 1-15.

https://hal.archives-ouvertes.fr/hal-01955343