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Online Multiple Kernel Regression

Published on Oct 08, 20142069 Views

Steven C.H. Hoi

Kernel-based regression represents an important family of learning techniques for solving challenging regression tasks with non-linear patterns. Despite being studied extensively, most of the existing

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Data MiningKnowledge Extraction

Chapter list

Online Multiple Kernel Regression00:00
Big Data Analytics00:09
Contributions01:31
Roadmap - 102:10
Background - 102:29
Background - 203:50
Background - 304:40
Roadmap - 205:36
OMKR: Online Multiple Kernel Regression05:46
OMKR (2)06:40
OMKR (3)08:00
Roadmap - 309:44
Extensions09:55
Extensions (2)11:35
Extensions (3)12:54
Roadmap - 414:13
Experiments14:19
Experiments (2)14:51
Experiments (3)15:25
Roadmap - 516:22
Conclusion16:25
Questions!?17:39