Giuseppe Serra

20 papers B 5C 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cost-Free Personalization via Information-Geometric Projection in Bayesian Federated Learning.
Trans. Mach. Learn. Res.
Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 J jnl
Alternating Minimization Schemes for Computing Rate-Distortion-Perception Functions With f-Divergence Perception Constraints.
IEEE Trans. Inf. Theory
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 J jnl
Analyzing α-divergence in Gaussian Rate-Distortion-Perception Theory.
CoRR
Martha V. Sourla, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 J jnl
Cost-Free Personalization via Information-Geometric Projection in Bayesian Federated Learning.
CoRR
Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 C conf
Information-Geometric Barycenters for Bayesian Federated Learning.
ICMLA
Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 B conf
On Distributionally Robust Lossy Source Coding.
ITW
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 J jnl
On Distributionally Robust Lossy Source Coding.
CoRR
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 B conf
On the Rate-Distortion-Perception Function for Gaussian Processes.
ISIT
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2025 J jnl
On the Rate-Distortion-Perception Function for Gaussian Processes.
CoRR
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2024 J jnl
Alternating Minimization Schemes for Computing Rate-Distortion-Perception Functions with f-Divergence Perception Constraints.
CoRR
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2024 — conf
Analyzing α-divergence in Gaussian Rate-Distortion-Perception Theory.
SPAWC
Martha V. Sourla, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2024 J jnl
BA-BFL: Barycentric Aggregation for Bayesian Federated Learning.
CoRR
Nour Jamoussi, Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2024 B conf
Computation of the Multivariate Gaussian Rate-Distortion-Perception Function.
ISIT
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2024 B conf
Copula-Based Estimation of Continuous Sources for a Class of Constrained Rate-Distortion Functions.
ISIT
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2024 J jnl
Copula-based Estimation of Continuous Sources for a Class of Constrained Rate-Distortion-Functions.
CoRR
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2024 J jnl
On the Computation of the Gaussian Rate-Distortion-Perception Function.
IEEE J. Sel. Areas Inf. Theory
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2023 B conf
Computation of Rate-Distortion-Perception Function under f-Divergence Perception Constraints.
ISIT
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2023 J jnl
Computation of Rate-Distortion-Perception Function under f-Divergence Perception Constraints.
CoRR
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2023 J jnl
On the Computation of the Gaussian Rate-Distortion-Perception Function.
CoRR
Giuseppe Serra, Photios A. Stavrou, Marios Kountouris
2021 C conf
Generative DNA: Representation Learning for DNA-based Approximate Image Storage.
VCIP
Giulio Franzese, Yiqing Yan, Giuseppe Serra, Ivan D'Onofrio, Raja Appuswamy, Pietro Michiardi