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Norsk

Francois Gauthier

Francois Gauthier

PhD Student
Department of Electronic Systems

francois.gauthier@ntnu.no
+4740607153 Elektro C, 342, Gløshaugen
About Publications

About

I did my batchelor and master in France in applied mathematics & computer science and I am now working as a PhD student at NTNU on privacy preserving distributed learning methods in adversarial environments.

Publications

  • Chronological
  • By category

2022

  • Gauthier, Francois; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression. ICC 2022 - IEEE International Conference on Communications.
    Academic chapter/article
  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Gauthier, Francois; Huang, Yih-Fang; Kuh, Anthony. (2022) Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions. IEEE Internet of Things Magazine (IoTM).
    Academic article

2021

  • Gauthier, Francois; Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Academic chapter/article

Scientific articles

  • Gogineni, Vinay Chakravarthi; Werner, Stefan; Gauthier, Francois; Huang, Yih-Fang; Kuh, Anthony. (2022) Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions. IEEE Internet of Things Magazine (IoTM).
    Academic article

Part of book/report

  • Gauthier, Francois; Gogineni, Vinay Chakravarthi; Werner, Stefan; Huang, Yih-Fang; Kuh, Anthony. (2022) Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression. ICC 2022 - IEEE International Conference on Communications.
    Academic chapter/article
  • Gauthier, Francois; Gratton, Cristiano; Dasanadoddi Venkategowda, Naveen Kumar; Werner, Stefan. (2021) Privacy-Preserving Distributed Learning with Nonsmooth Objective Functions. The Fifty-Fourth Asilomar Conference on Signals, Systems & Computers.
    Academic chapter/article
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