Learning heat diffusion graphs

Article, Preprint English OPEN
Thanou, Dorina; Dong, Xiaowen; Kressner, Daniel; Frossard, Pascal; (2016)
  • Publisher: Ieee-Inst Electrical Electronics Engineers Inc (Piscataway)
  • Related identifiers: doi: 10.1109/Tsipn.2017.2731164
  • Subject: Statistics - Machine Learning | heat diffusion | Computer Science - Social and Information Networks | representation theory | sparse prior | graph signal processing | Computer Science - Learning | Laplacian matrix learning

Effective information analysis generally boils down to properly identifying the structure or geometry of the data, which is often represented by a graph. In some applications, this structure may be partly determined by design constraints or pre-determined sensing arrang... View more
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