Bayesian computation for low-photon imaging

低光子成像的贝叶斯计算

• 批准号: EP/V006177/1
• 负责人: Konstantinos Zygalakis
• 金额: $ 41.34万
• 依托单位: University of Edinburgh
• 依托单位国家: 英国
• 项目类别: Research Grant
• 财政年份: 2021
• 资助国家: 英国
• 起止时间: 2021 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=EP%2FV006177%2F1
• 关键词: Bayesian; computation; low; photon; imaging

Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.

目前GtR中并没有提供所有资助研究的摘要。这通常是因为在提交提案时不需要摘要，但也可能是因为它包含敏感信息，如个人详细信息。

项目成果

A Hierarchy of Network Models Giving Bistability Under Triadic Closure

在三元闭包下提供双稳态的网络模型层次结构

• DOI: 10.1137/21m1461290
• 发表时间: 2022
• 期刊: Multiscale Modeling & Simulation
• 影响因子: 1.6
• 作者: Di Giovacchino S

Backward error analysis and the qualitative behaviour of stochastic optimization algorithms: Application to stochastic coordinate descent

后向误差分析和随机优化算法的定性行为：在随机坐标下降中的应用

• DOI: 10.3934/jcd.2024008
• 发表时间: 2024
• 期刊: Journal of Computational Dynamics
• 影响因子: 1
• 作者: Di Giovacchino S

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

• DOI: 10.1109/lsp.2024.3361806
• 发表时间: 2024
• 期刊: IEEE Signal Processing Letters
• 影响因子: 3.9
• 作者: Savvas Melidonis;M. Holden;Y. Altmann;Marcelo Pereyra;K. Zygalakis

The forward-backward envelope for sampling with the overdamped Langevin algorithm

使用过阻尼 Langevin 算法进行采样的前向-后向包络

• DOI: 10.1007/s11222-023-10254-y
• 发表时间: 2023
• 期刊: Statistics and Computing
• 影响因子: 2.2
• 作者: Eftekhari A

On the connections between optimization algorithms, Lyapunov functions, and differential equations: theory and insights

• DOI: 10.48550/arxiv.2305.08658
• 发表时间: 2023-05
• 期刊: ArXiv
• 作者: P. Dobson;J. Sanz-Serna;K. Zygalakis