Paul Dobson

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 5

Top Topics

Global Convergence

Differential Equations

Maximum Likelihood

Top Venues

SIAM J. Imaging Sci.

SIAM J. Math. Anal.

Publications

Teresa Klatzer, Paul Dobson, Yoann Altmann, Marcelo Pereyra, Jesús María Sanz-Serna, Konstantinos C. Zygalakis
Accelerated Bayesian Imaging by Relaxed Proximal-Point Langevin Sampling. SIAM J. Imaging Sci. 17 (2) (2024)
Savvas Melidonis, Paul Dobson, Yoann Altmann, Marcelo Pereyra, Konstantinos Zygalakis
Efficient Bayesian Computation for Low-Photon Imaging Problems. SIAM J. Imaging Sci. 16 (3) (2023)
Paul Dobson, Jesús María Sanz-Serna, Konstantinos Zygalakis
On the connections between optimization algorithms, Lyapunov functions, and differential equations: theory and insights. CoRR (2023)
Teresa Klatzer, Paul Dobson, Yoann Altmann, Marcelo Pereyra, Jesús María Sanz-Serna, Konstantinos C. Zygalakis
Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling. CoRR (2023)
Julien Barré, Paul Dobson, Michela Ottobre, Ewelina Zatorska
Fast Non-mean-field Networks: Uniform in Time Averaging. SIAM J. Math. Anal. 53 (1) (2021)
Paul Dobson, Elena O'Keeffe
The Efficacy of the Gas Discharge Visualisation Technique as a Measure of Physical and Mental Health. CBMS (2005)