1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.IT2024★ 1 cited
Rate-Loss Regions for Polynomial Regression with Side Information
Jiahui Wei, Philippe Mary, Elsa Dupraz
In the context of goal-oriented communications, this paper addresses the achievable rate versus generalization error region of a learning task applied on compressed data. The study…
cs.IT2024★ 1 cited
Distributed Source Coding for Parametric and Non-Parametric Regression
Jiahui Wei, Elsa Dupraz, Philippe Mary
The design of communication systems dedicated to machine learning tasks is one key aspect of goal-oriented communications. In this framework, this article investigates the interpla…
cs.IT2014
Density Evolution and Functional Threshold for the Noisy Min-Sum Decoder
Christiane L. Kameni Ngassa, Valentin Savin, Elsa Dupraz +1
This paper investigates the behavior of the Min-Sum decoder running on noisy devices. The aim is to evaluate the robustness of the decoder in the presence of computation noise, e.g…