讨论组:网络科学组
标题:Energy Disaggregation via Discriminative Sparse Coding
演讲人: 艾凌青 University
时间: 2012-03-16 12:00-2012-03-16 13:30
地点:FIT 1-222

内容:
 In weekly seminar on this Friday, we are glad that Ai Lingqing will give us a talk to introduce a paper by Kolter et.al., "Energy Disaggregation via Discriminative Sparse Coding" which was appeared on International Conference on Machine Learning 2010.

Energy disaggregation is the task of taking a whole-home energy signal and separating it into its component appliances. In this paper, the authors examine a large scale energy disaggregation task, and apply a novel extension of sparse coding to this problem. In particular, they develop a method, based upon structured prediction, for discriminatively training sparse coding algorithms specifically to maximize disaggregation performance.



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