Robust machine learning: algorithms, numerical analysis and efficient software

强大的机器学习：算法、数值分析和高效软件

• 批准号: 2278824
• 金额: --
• 依托单位: University of Edinburgh
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2019
• 资助国家: 英国
• 起止时间: 2019 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2278824
• 关键词: Robust; machine; learning; algorithms; numerical

work on the development of novel computational schemes to sample from high-dimensional absolutely continuous probability densities as commonly occur in Bayesian statistics and molecular dynamics simulations. particular focus lies on the efficient implementation of these schemes in computing tools and on the numerical demonstration of their utility.

致力于开发新颖的计算方案，以从贝叶斯统计和分子动力学模拟中常见的高维绝对连续概率密度中进行采样。特别关注的是这些方案在计算工具中的有效实施以及它们的实用性的数值演示。