Paul Dobson

EmailP.Dobson_1hw.acuk

EH14 4AS
United Kingdom

Research activity per year

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11 Article
3 Preprint
1 Working paper

On the Connections between Optimization Algorithms, Lyapunov Functions, and Differential Equations: Theory and Insights
Dobson, P., Sanz-Serna, J. M. & Zygalakis, K. C., Mar 2025, In: SIAM Journal on Optimization. 35, 1, p. 537-566 30 p.
Research output: Contribution to journal › Article › peer-review

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Accelerated Bayesian Imaging by Relaxed Proximal-Point Langevin Sampling
Klatzer, T., Dobson, P., Altmann, Y., Pereyra, M., Sanz-Serna, J. M. & Zygalakis, K. C., Jun 2024, In: SIAM Journal on Imaging Sciences . 17, 2, p. 1078-1117 40 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
4 Citations (Scopus)

60 Downloads (Pure)
Poisson Equations with locally-Lipschitz coefficients and Uniform in Time Averaging for Stochastic Differential Equations via Strong Exponential Stability
Crisan, D., Dobson, P., Goddard, B., Ottobre, M. & Souttar, I., 20 Aug 2024, (Accepted/In press) In: Annales de l'Institut Henri Poincaré, Probabilités et Statistiques.
Research output: Contribution to journal › Article › peer-review

Open Access
File
13 Downloads (Pure)
Efficient Bayesian Computation for Low-Photon Imaging Problems
Melidonis, S., Dobson, P., Altmann, Y., Pereyra, M. & Zygalakis, K., Sept 2023, In: SIAM Journal on Imaging Sciences. 16, 3, p. 1195-1234 40 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
8 Citations (Scopus)

75 Downloads (Pure)
Infinite dimensional Piecewise Deterministic Markov Processes
Dobson, P. & Bierkens, J., Nov 2023, In: Stochastic Processes and their Applications. 165, p. 337-396 60 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
1 Citation (Scopus)

27 Downloads (Pure)

F78PA: Probability and Statistics A
Dobson, P., Aidoo, E. N., Soo, H. C. & Teoh, J. W.
9/09/24 → 29/11/24
Course
F78PB: Probability and Statistics B
Dobson, P., Aidoo, E. N. & Teoh, W. L.
13/01/25 → 4/04/25
Course

Paul Dobson

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

On the Connections between Optimization Algorithms, Lyapunov Functions, and Differential Equations: Theory and Insights

Accelerated Bayesian Imaging by Relaxed Proximal-Point Langevin Sampling

Poisson Equations with locally-Lipschitz coefficients and Uniform in Time Averaging for Stochastic Differential Equations via Strong Exponential Stability

Efficient Bayesian Computation for Low-Photon Imaging Problems

Infinite dimensional Piecewise Deterministic Markov Processes

F78PA: Probability and Statistics A

F78PB: Probability and Statistics B

Paul Dobson

Fingerprint

Collaborations and top research areas from the last five years

Research output

On the Connections between Optimization Algorithms, Lyapunov Functions, and Differential Equations: Theory and Insights

Accelerated Bayesian Imaging by Relaxed Proximal-Point Langevin Sampling

Poisson Equations with locally-Lipschitz coefficients and Uniform in Time Averaging for Stochastic Differential Equations via Strong Exponential Stability

Efficient Bayesian Computation for Low-Photon Imaging Problems

Infinite dimensional Piecewise Deterministic Markov Processes

Courses

F78PA: Probability and Statistics A

F78PB: Probability and Statistics B