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Roula Nassif

EPFL

12 papers hereh-index 16721 citations36 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author4

Across the 10 of 12 papers where every author was matched, so the position is known.

fields
  • cs.MA5
  • eess.SP3
  • cs.LG2
  • cs.AI1
  • math.OC1
affiliations
  • EPFL
Homepage
same name
  • Roula Nassif — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedQuantization for decentralized learning under subspace constraints

34 citations · 65 across the 7 of their papers we have counts for

collaborators
Showing 2020 · eess.SPShow all

2 papers · 2 filters

eess.SP2020★ 30 cited

Diffusion LMS with Communication Delays: Stability and Performance Analysis

Fei Hua, Roula Nassif, Cédric Richard +2

We study the problem of distributed estimation over adaptive networks where communication delays exist between nodes. In particular, we investigate the diffusion Least-Mean- Square…

eess.SP2020

Multitask learning over graphs: An Approach for Distributed, Streaming Machine Learning

Roula Nassif, Stefan Vlaski, Cedric Richard +2

The problem of learning simultaneously several related tasks has received considerable attention in several domains, especially in machine learning with the so-called multitask lea…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.