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Ooi Beng Chin 黄铭钧

Databases, Machine Learning and Systems

 
 
 

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Database Meets Deep Learning: Challenges and Opportunities  

2016-02-24 00:05:40|  分类: 默认分类 |  标签: |举报 |字号 订阅

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Deep learning is one of the most popular topics in compute science in recent years. It has boosted many complex data driven applications such as image classification and speech recognition. Database community has worked on data-driven applications for many years. However, databases and deep learning are different in terms of techniques and applications. In [1], we discuss research problems in the intersection of deep learning and databases. In particular, we analyze possible improvements for deep learning systems from database perspectives, and discuss database applications that may benefit from deep learning techniques.

 

References:

[1] W. Wang, M. Zhang, G. Chen, H.V. Jagadish, B.C. Ooi, K-L. Tan: Database Meets Deep Learning: Challenges and Opportunities. ACM SIGMOD Record (to appear) 2016.

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