Cooperative USA-Latvia Research

美国-拉脱维亚合作研究

• 批准号: 9421640
• 负责人: Carl Smith
• 金额: $ 1.8万
• 依托单位: University of Maryland, College Park
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 1995
• 资助国家: 美国
• 起止时间: 1995-02-01 至 1998-01-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=9421640&HistoricalAwards=false
• 关键词: Cooperative; USA; Latvia; Research

This award funds a cooperative research effort between US and Latvian researchers. Mores specifically, this project supports the travel expenses of a Latvian researcher to visit the University of Maryland for the collaborative research with the PI. The award period is for two years. The research examines issues in the area of machine learning. The project studies relative sizes of the hypothesis space that a learning algorithm must search through in order to find a correct solution. Several new views of learning by examples are used for investigation. The project also generalizes regular expressions, which are extensions of the term rewriting systems for which practical learning algorithms have been implemented. The project develops techniques for extending these implementations to a broader class of functions.

该奖项资助美国和拉脱维亚研究人员之间的合作研究工作。 更具体地说，该项目资助了一名拉脱维亚研究人员访问 马里兰州大学与PI合作研究。 奖励期为两年。 该研究探讨了机器学习领域的问题。 该项目研究假设空间的相对大小，学习算法必须搜索以找到正确的解决方案。 在研究过程中，运用了几种新的样例学习观。 该项目还概括了正则表达式，这是长期重写系统的扩展，实际的学习算法已经实现。 项目 开发了将这些实现扩展到更广泛的 函数类。