no code implementations • 26 Feb 2024 • Hang Zou, Qiyang Zhao, Lina Bariah, Yu Tian, Mehdi Bennis, Samson Lasaulce, Merouane Debbah, Faouzi Bader
Connecting GenAI agents over a wireless network can potentially unleash the power of collective intelligence and pave the way for artificial general intelligence (AGI).
no code implementations • 1 Nov 2023 • Chao Zhang, Hang Zou, Samson Lasaulce, Lucas Saludjian
Estimating the channel state is known to be an important problem in wireless networks.
no code implementations • 11 Dec 2022 • Alejandro I. Maass, Dragan Nesic, Romain Postoyan, Vineeth S. Varma, Samson Lasaulce
Transmit power design in the control community has recently attracted much attention, and available works mostly consider linear systems or specific classes of non-linear systems with a single-link view of the system.
no code implementations • 10 Nov 2022 • Chao Zhang, Hang Zou, Samson Lasaulce, Walid Saad, Marios Kountouris, Mehdi Bennis
Internet of Things (IoT) devices will play an important role in emerging applications, since their sensing, actuation, processing, and wireless communication capabilities stimulate data collection, transmission and decision processes of smart applications.
no code implementations • 30 Sep 2022 • Hang Zou, Chao Zhang, Samson Lasaulce, Lucas Saludjian, Vincent Poor
The task is modeled by the minimization problem of a general goal function $f(x;g)$ for which the decision $x$ has to be taken from a quantized version of the parameters $g$.
no code implementations • 27 May 2022 • Yifei Sun, Samson Lasaulce, Michel Kieffer, Romain Postoyan, Dragan Nešić
This paper considers controlled scalar systems relying on a lossy wireless feedback channel.
no code implementations • 2 Jun 2021 • Chao Zhang, Samson Lasaulce, Martin Hennebel, Lucas Saludjian, Patrick Panciatici, H. Vincent Poor
For this purpose, we formulate the framework of decision-making oriented clustering and propose an algorithm providing a decision-based partition of the data space and good representative decisions.
no code implementations • 12 Apr 2021 • Samson Lasaulce, Chao Zhang, Vineeth Varma, Irinel Constantin Morarescu
Should the measures be more (or less) restrictive?
no code implementations • 24 Nov 2020 • Yifei Sun, Hang Zou, Samson Lasaulce, Michel Kieffer, Lucas Saludjian
The conventional approach to pre-process data for compression is to apply transforms such as the Fourier, the Karhunen-Lo\`{e}ve, or wavelet transforms.
no code implementations • 17 Nov 2020 • Vineeth S. Varma, Samson Lasaulce, Julien Mounthanyvong, Irinel-Constantin Morarescu
In this paper, we consider a network of consumers who are under the combined influence of their neighbors and external influencing entities (the marketers).
no code implementations • 16 Sep 2019 • Hang Zou, Chao Zhang, Samson Lasaulce, Lucas Saludjian, Patrick Panciatici
We propose a framework to find a good (finite) decision set which induces a minimal performance loss w. r. t.
no code implementations • 17 May 2019 • Hang Zou, Chao Zhang, Samson Lasaulce, Lucas Saludjian, Patrick Panciatici
In this paper, we introduce the problem of decision-oriented communications, that is, the goal of the source is to send the right amount of information in order for the intended destination to execute a task.
no code implementations • 2 Apr 2019 • Hang Zou, Chao Zhang, Samson Lasaulce
The proposed point of view is fully relevant for a receiver which has to send a quantized version of the channel state to the transmitter.