Savvas Melidonis

According to our database, Savvas Melidonis authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Efficient Bayesian Computation Using Plug-and-Play Priors for Poisson Inverse Problems.

Teresa Klatzer, Savvas Melidonis, Marcelo Pereyra, Konstantinos C. Zygalakis

CoRR, March, 2025

Score-Based Denoising Diffusion Models for Photon-Starved Image Restoration Problems.

Savvas Melidonis, Yiming Xi, Konstantinos C. Zygalakis, Yoann Altmann, Marcelo Pereyra

Trans. Mach. Learn. Res., 2025

2024

Empirical Bayesian Imaging With Large-Scale Push-Forward Generative Priors.

Savvas Melidonis, Matthew Holden, Yoann Altmann, Marcelo Pereyra, Konstantinos C. Zygalakis

IEEE Signal Process. Lett., 2024

2023

Efficient Bayesian Computation for Low-Photon Imaging Problems.

Savvas Melidonis, Paul Dobson, Yoann Altmann, Marcelo Pereyra, Konstantinos Zygalakis

SIAM J. Imaging Sci., September, 2023