Hamidou Tembine
Page personnelle

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Hamidou Tembine
Professeur
Département de génie électrique et génie informatique
Langues parlées
  • Français
  • Anglais
www.uqtr.ca/PagePerso/Hamidou.Tembine
Réseaux sociaux
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Mots-clés
Formation
  • Théorie des jeux stochastiques, Mathématiques appliquées, Ecole Polytechnique, Palaiseau, France, 2006
  • Théorie des jeux de population, INRIA et Université d'Avignon, France, 2009

Champ d'intérêt / Domaine d'expertise

Théorie des jeux de type champ moyen, Quantification de risque de l'intelligence machine, Apprentissage stratégique multi-agents

Liste des cours enseignés
Sigle Titre
GEI1090 Prétraitement et analyse des données
GEI1098 Stage d'intégration en génie électrique
GEI6021 Séminaire
GEI6053 Ingénierie et développement durable
GEI6062 Fondamentaux de l'IA pour la résolution de problèmes appliqués
GEI6063 Sujets avancés sur le «machine-learning»
Publications

  • H. Tembine: Master Adjoint Systems in Mean-Field-Type Games, in Communications in Information and Systems, vol.21, 4, pp. 623-650, 2021

  • H. Tembine: Deep Learning Meets Game Theory: Bregman-based Algorithms for Interactive Deep Generative Adversarial Networks, IEEE Transactions on Cybernetics, 14 pages, volume 50 , Issue: 3 , March 2020, pp. 1132 - 1145

  • H. Tembine: COVID-19: Data-Driven Mean-Field-Type Game Perspective, Games 2020, 11, 51; doi:10.3390/g11040051

  • H. Tembine, Risk-Sensitive Mean-Field-Type Games with Lp-norm Drifts, Automatica, Volume 59, September 2015, Pages 224-237

  • H. Tembine, Non-asymptotic mean-field games, IEEE Transactions on Systems, Man, and Cybernetics,PartB:Cybernetics, vol. 44, number 12, December 2014.

  • H. Tembine, Dynamic Robust Games in MIMO systems, IEEE Transactions on Systems, Man, Cybernetics, Part B, 99, Volume: 41, Issue: 4, pp. 990 - 1002, August 2011 (accepted at first round review, 9% acceptance rate).

  • Modibo Bouaré, Sidy Danioko,Mariam Dembélé,Abdoulaye Baniré Diallo, Boubacar Diallo,Abdoulaye Diarra, Bourama Doumbia, Ndeye Sissoko Molinier, Astou Nathalie Sidibé, Allahsera Auguste Tapo , Hamidou Tembine: L'intelligence machine en Afrique en 20 questions, 181 pages, Sawa Editions, Bibliothèque nationale du Mali, Juin 2023, ISBN : 978 9995294069

  • Barreiro-Gomez, J., and  Tembine, H. (2021). Mean-Field-Type Games for Engineers (1st ed.). CRC Press. 526 pages, https://doi.org/10.1201/9781003098607

  • H. Tembine, Population Games in Large-Scale Networks: Time Delays, Mean Field Dynamics and Applications, LAP Academic Publishing, 250 pages, 2009, ISBN: 3838363922.

  • H. Tembine, Distributed Strategic Learning for Wireless Engineers, CRC Press, Taylor & Francis, 496 pages, ISBN: 1439876371, 2012.

  • S. Lasaulce and H. Tembine, Game theory and learning in wireless networks: fundamental and applications, 336 pages, Elsevier ISBN: 9780123846983 , July 2011.

Prix et distinctions
  • Senior Fellow and IPAM Simons Participant at the Institute for Pure & Applied Mathematics in the University of California, Los Angeles (UCLA), Spring 2020.
  • Zhang Si-Ying Outstanding Youth Paper Finalist Award 2018 for the work on "Bregman learning for generative adversarial networks"
  • Next Einstein Forum Fellow, class of 2017
  •  IEEE Access certificate for Notable Services and Fine Contributions towards the advancement of IEEE Access and the Engineering Professions, 2017
  • Best Paper Award for the paper: “Empathy and Berge equilibria in the Forwarding Dilemma in Relay-Enabled Networks”, The International Conference on Wireless Networks and Mobile Communications (WINCOM’17).
  • Award for the article on "Distributed Mean-Field-Type Filter for Vehicle Tracking", American Control Conference, Seattle, WA, USA, May 24-26, 2017.
  • Certificate of excellence for the work on Autonomic Management of Future Wireless Networks”, 26th IEEE International Telecommunication Networks and Applications Conference, 2016.
  • Finalist for Zhang Si-Ying Outstanding Youth Paper Award 2016.
  • Best Paper Award for the paper: “Energy Cost Saving Strategies in Distributed Power Networks”, 2016 International Conference on Electrical Energy and Networks.
  • IEEE ComSoc Outstanding Young Researcher Award 2014 ”for his promising research activities for the benefit of the society”.
  • Award for the work on "Random matrix games in wireless networks", 2012 IEEE Global High Tech Congress on Electronics (GHTCE 2012).
  • Award for the paper “Learning in User-Centric IPTV Services Selection in Heterogeneous Wireless Network”, IEEE INFOCOM 2011 International Workshop on Future Media Networks and IP-based TV.
  • Award for the paper ”A dynamic random access game with energy constraints” at ACM/IEEE WiOpt 2009
  • Competitive travel grant and award (students and postdocs) for the paper ”from mean field interaction to evolutionary game dynamics".
  • Award for the paper "Evolutionary power control games in wireless networks at IFIP (International Federation For Information Processing) Networking Conference 2008.
  • Award for the paper Asymmetric delay in evolutionary games, ACM/ICST Valuetools 2007.
  • PhD Intern Fellowship, Ecole Polytechnique Federale Lausanne (EPFL), 2008-2009.