Konstantinos C. Zygalakis

Associate Professor, University of Edinburgh

Joined

July 2019

Names

Konstantinos Zygalakis

Emails

****@ed.ac.uk (Confirmed)

****@gmail.com (Confirmed)

Personal Links

DBLP

Career & Education History

Associate Professor

University of Edinburgh (ed.ac.uk)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Deep unfolding of MCMC kernels: scalable, modular & explainable GANs for high-dimensional posterior sampling
Tobías I. Liaudat, Jonathan Spence, Konstantinos C. Zygalakis, Marcelo Pereyra
- arxiv
- Readers: Everyone
Score-Based Denoising Diffusion Models for Photon-Starved Image Restoration Problems
Savvas Melidonis, Yiming Xi, Konstantinos C. Zygalakis, Yoann Altmann, Marcelo Pereyra
- WiML @ NeurIPS 2025
- Readers: Everyone
Score-Based Denoising Diffusion Models for Photon-Starved Image Restoration Problems
Savvas Melidonis, Yiming Xi, Konstantinos C. Zygalakis, Yoann Altmann, Marcelo Pereyra
- Accepted by TMLR
- Readers: Everyone
Galerkin meets Laplace: Fast uncertainty estimation in neural PDEs
Christian Jimenez Beltran, Antonio Vergari, Aretha L Teckentrup, Konstantinos C. Zygalakis
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone
Revisiting High-Resolution ODEs for Faster Convergence Rates
Hoomaan Maskan, Armin Eftekhari, Konstantinos C. Zygalakis, Alp Yurtsever
- Submitted to ICLR 2024
- Readers: Everyone
A Variational Perspective on High-Resolution ODEs
Hoomaan Maskan, Konstantinos C. Zygalakis, Alp Yurtsever
- NeurIPS 2023 poster
- Readers: Everyone
The connections between Lyapunov functions for some optimization algorithms and differential equations
Jesus Maria Sanz-Serna, Konstantinos C. Zygalakis
- 10 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations
Jesus Maria Sanz-Serna, Konstantinos C. Zygalakis
- 10 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Probabilistic Linear Multistep Methods
Onur Teymur, Konstantinos Zygalakis, Ben Calderhead
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone

Konstantinos C. Zygalakis

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors