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Sophie Cerf
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2020 – today
- 2023
- [j4]Emilio Molina
, Mirko Fiacchini
, Sophie Cerf
, Bogdan Robu
:
React to the Worst: Lightweight and Proactive Protection of Location Privacy. IEEE Control. Syst. Lett. 7: 2371-2376 (2023) - 2022
- [j3]Ghina Dandachi
, Sophie Cerf, Yassine Hadjadj Aoul, Abdelkader Outtagarts, Éric Rutten:
A robust control-theory-based exploration strategy in deep reinforcement learning for virtual network embedding. Comput. Networks 218: 109366 (2022) - [c10]Ismail Hawila, Sophie Cerf, Raphaël Bleuse, Swann Perarnau, Éric Rutten:
Adaptive Power Control for Sober High-Performance Computing. CCTA 2022: 403-410 - 2021
- [j2]Sophie Cerf
, Sara Bouchenak, Bogdan Robu
, Nicolas Marchand
, Vincent Primault, Sonia Ben Mokhtar
, Antoine Boutet, Lydia Y. Chen
:
Automatic Privacy and Utility Preservation for Mobility Data: A Nonlinear Model-Based Approach. IEEE Trans. Dependable Secur. Comput. 18(1): 269-282 (2021) - [c9]Sophie Cerf
, Raphaël Bleuse
, Valentin Reis, Swann Perarnau
, Éric Rutten
:
Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach. Euro-Par 2021: 334-349 - [i3]Éric Rutten, Sophie Cerf, Raphaël Bleuse, Valentin Reis, Swann Perarnau:
Sustaining Performance While Reducing Energy Consumption: A Control Theory Approach. CoRR abs/2107.02426 (2021) - 2020
- [j1]Zilong Zhao
, Sophie Cerf
, Bogdan Robu
, Nicolas Marchand:
Event-Based Control for Online Training of Neural Networks. IEEE Control. Syst. Lett. 4(3): 773-778 (2020) - [i2]Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand:
Event-Based Control for Online Training of Neural Networks. CoRR abs/2003.09503 (2020)
2010 – 2019
- 2019
- [b1]Sophie Cerf:
Control Theory for Computing Systems: Application to big-data cloud services & location privacy protection. (Contrôle des systèmes informatiques: application aux services clouds et à la protection de vie privée). Grenoble Alpes University, France, 2019 - [c8]Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand:
Feedback Control for Online Training of Neural Networks. CCTA 2019: 136-141 - [c7]Zilong Zhao
, Sophie Cerf, Robert Birke, Bogdan Robu
, Sara Bouchenak, Sonia Ben Mokhtar, Lydia Y. Chen:
Robust Anomaly Detection on Unreliable Data. DSN 2019: 630-637 - [i1]Zilong Zhao, Sophie Cerf, Bogdan Robu, Nicolas Marchand:
Feedback Control for Online Training of Neural Networks. CoRR abs/1911.07710 (2019) - 2018
- [c6]Sophie Cerf, Bogdan Robu, Nicolas Marchand, Sonia Ben Mokhtar, Sara Bouchenak:
A Control-Theoretic Approach for Location Privacy in Mobile Applications. CCTA 2018: 1488-1493 - [c5]Sophie Cerf, Sonia Ben Mokhtar, Sara Bouchenak, Nicolas Marchand, Bogdan Robu
:
Dynamic Modeling of Location Privacy Protection Mechanisms. DAIS 2018: 26-39 - [c4]Ioan Doré Landau, Jaime Saavedra, Sophie Cerf, Bogdan Robu
, Nicolas Marchand, Sara Bouchenak:
Can Adaptive Feedforward Control Improve Operation of Cloud Services? MED 2018: 541-546 - 2017
- [c3]Sophie Cerf, Vincent Primault, Antoine Boutet, Sonia Ben Mokhtar, Robert Birke, Sara Bouchenak, Lydia Y. Chen, Nicolas Marchand, Bogdan Robu:
PULP: Achieving Privacy and Utility Trade-Off in User Mobility Data. SRDS 2017: 164-173 - 2016
- [c2]Sophie Cerf, Mihaly Berekmeri, Bogdan Robu, Nicolas Marchand, Sara Bouchenak:
Cost function based event triggered Model Predictive Controllers application to Big Data Cloud services. CDC 2016: 1657-1662 - [c1]Sophie Cerf, Bogdan Robu, Nicolas Marchand, Antoine Boutet, Vincent Primault, Sonia Ben Mokhtar
, Sara Bouchenak:
Toward an Easy Configuration of Location Privacy Protection Mechanisms. Middleware Posters and Demos 2016: 11-12
Coauthor Index
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