Unifying Modern Approaches in Machine Learning

统一机器学习的现代方法

• 批准号: DP0774054
• 负责人: Prof Robert Williamson
• 金额: $ 18.33万
• 依托单位: The Australian National University
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2007
• 资助国家: 澳大利亚
• 起止时间: 2007-01-01 至 2011-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP0774054
• 关键词: Unifying; Modern; Approaches; Machine; Learning

The proposed research will lead to better algorithms for some important machine learning problems that could lead to better tools for extracting useful knowledge from data such as in bioinformatics and sensor networks; it will strengthen an international collaboration with one of the world's top centres of machine learning research; it will contribute to an open source toolkit of machine learning algorithms which will put Australia on the map as a provider of sophisticated machine learning software; it will provide training opportunities for several PhD students and a postdoc to work with some of the best machine learning researchers in the world.

拟议的研究将导致一些重要的机器学习问题的更好算法，从而可能导致从生物信息学和传感器网络等数据中提取有用知识的更好工具;它将加强与世界顶级机器学习研究中心之一的国际合作;它将为机器学习算法的开源工具包做出贡献，这将使澳大利亚成为复杂机器学习软件的提供者;它将为一些博士生和博士后提供培训机会，与世界上一些最好的机器学习研究人员一起工作。