1. SERRA Giuseppe
  2. SERRA Giuseppe
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SERRA Giuseppe

Poster / Demo

Jamoussi, Nour; Serra, Giuseppe; Stavrou, Photios A; Kountouris, Marios

BA-BFL: Barycentric aggregation for Bayesian federated learning

MenaML 2025, Middle East and North Africa Machine Learning Winter School, 9-14 February 2025, Doha, Qatar
Best Poster Award
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Conference

Serra, Giuseppe; Stavrou, Photios A.; Kountouris, Marios

On the rate-distortion-perception function for Gaussian processes

Submitted to ArXiV, 10 January 2025
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ARXIV
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Journal

Jamoussi, Nour; Serra, Giuseppe; Stavrou, Photios A; Kountouris, Marios

BA-BFL: Barycentric aggregation for Bayesian federated learning

Submitted to ArXiV, 16 December 2024
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ARXIV
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Conference

Sourla, Martha V. ; Serra, Giuseppe; Stavrou, Photios A.; Kountouris, Marios

Analyzing a-divergence in Gaussian rate-distortion-perception theory

SPAWC 2024, 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 10-13 September 2024, Lucca, Italy
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Journal

Serra, Giuseppe; Stavrou, Photios A.; Kountouris, Marios

Alternating minimization schemes for computing rate-distortion-perception functions with $f$-divergence perception constraints

Submitted to ArXiV, 27 August 2024
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ARXIV
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Conference

Serra, Giuseppe; Stavrou, Photios A.; Kountouris, Marios

Copula-based estimation of continuous sources for a class of constrained rate-distortion-functions

ISIT 2024, IEEE International Symposium on Information Theory, 7-12 July 2024, Athens, Greece
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Conference

Serra, Giuseppe; Stavrou, Photios A.; Kountouris, Marios

Computation of the multivariate Gaussian rate-distortion-perception function

ISIT 2024, IEEE International Symposium on Information Theory, 7-12 July 2024, Athens, Greece

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Talk

Serra, Giuseppe

Computational methods for a class of constrained rate-distortion functions

France PhD Workshop on Information Theory, 7 June 2024, Paris, France
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Journal

Serra, Giuseppe; Stavrou, Photios A.; Kountouris, Marios

On the computation of the Gaussian rate-distortion-perception function

IEEE Journal on Selected Areas in Information Theory, 29 March 2024
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ARXIV
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Poster / Demo

Serra, Giuseppe; Stavrou, Photios A.; Kountouris, Marios

Computation of rate-distortion-perception function under f-divergence perception constraints

6G-WFF 2023, 6G Wireless Foundations Forum, 10-11 July 2023, Sophia Antipolis, France
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