Giuseppe Serra

According to our database, Giuseppe Serra authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the Computation of the Gaussian Rate-Distortion-Perception Function.

Giuseppe Serra, Photios A. Stavrou, Marios Kountouris

IEEE J. Sel. Areas Inf. Theory, 2024

BA-BFL: Barycentric Aggregation for Bayesian Federated Learning.

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

CoRR, 2024

Alternating Minimization Schemes for Computing Rate-Distortion-Perception Functions with f-Divergence Perception Constraints.

Giuseppe Serra, Photios A. Stavrou, Marios Kountouris

CoRR, 2024

Analyzing α-divergence in Gaussian Rate-Distortion-Perception Theory.

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

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Copula-Based Estimation of Continuous Sources for a Class of Constrained Rate-Distortion Functions.

Giuseppe Serra, Photios A. Stavrou, Marios Kountouris

Proceedings of the IEEE International Symposium on Information Theory, 2024

Computation of the Multivariate Gaussian Rate-Distortion-Perception Function.

Giuseppe Serra, Photios A. Stavrou, Marios Kountouris

Proceedings of the IEEE International Symposium on Information Theory, 2024

2023

Computation of Rate-Distortion-Perception Function under f-Divergence Perception Constraints.

Giuseppe Serra, Photios A. Stavrou, Marios Kountouris

Proceedings of the IEEE International Symposium on Information Theory, 2023

2021

Generative DNA: Representation Learning for DNA-based Approximate Image Storage.

Giulio Franzese, Yiqing Yan, Giuseppe Serra, Ivan D'Onofrio, Raja Appuswamy, Pietro Michiardi

Proceedings of the International Conference on Visual Communications and Image Processing, 2021