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[交流]
芬蘭阿爾托大學(xué)招收暑期學(xué)生(機(jī)器學(xué)習(xí))
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此次暑期交流為期3個(gè)月,最低月薪1510歐元。申請截至日期為2020年2月7日,對此項(xiàng)目感興趣的同學(xué)請盡快聯(lián)系楊志榮教授(zhirong.yang@ntnu.no)。 Aalto University in Finland is calling for summer students. See the link below for general information. The summer intern will take place from June to August. Minimum monthly salary is 1510 EUR. https://www.aalto.fi/en/aalto-sc ... nternship-programme Although the official deadline has passed, there is a chance for an extra project with Prof. Zhirong Yang. The project description is below. If you are interested, please submit your application to zhirong.yang@ntnu.no. The application deadline is February 7, 2020. Project: Visualization-Aided Cluster Analysis ====================================== Cluster analysis is one of the the fundamental tasks in machine learning and data mining. It is used in a wide range of applications such as biology, medicine, world wide web, chemistry, climatology, finance, and social science. In practice, data is often distributed in curved manifolds and the number of clusters is unknown. Conventional clustering methods do not handle such situations. In the project we will attack the problem by using visualization techniques, especially modern nonlinear dimensionality reduction, to facilitate human in the loop of cluster discovery. This is a research oriented topic. The student will practice state-of-the-art machine learning methods including stochastic neighbor embedding, nonnegative matrix factorization, large-scale and non-convex optimization as well as their software development in Python or Matlab. Good programming and university mathematics are required. |
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