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» On the Complexity of Function Learning
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JCSS
2008
70views more  JCSS 2008»
15 years 15 days ago
The complexity of properly learning simple concept classes
Michael Alekhnovich, Mark Braverman, Vitaly Feldma...
115
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JMLR
2008
137views more  JMLR 2008»
15 years 15 days ago
Online Learning of Complex Prediction Problems Using Simultaneous Projections
We describe and analyze an algorithmic framework for online classification where each online trial consists of multiple prediction tasks that are tied together. We tackle the prob...
Yonatan Amit, Shai Shalev-Shwartz, Yoram Singer
102
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IJKL
2007
67views more  IJKL 2007»
15 years 13 days ago
Knowledge flow management supporting complex problem solving: learning spectrum and its infrastructure
: Knowledge Management (KM) concerns innovating, spreading, sharing and using of knowledge assets. Dynamic knowledge flow management consists of cognition-compliant knowledge trans...
Wan-Chun Dou, Xiping Liu, Guihai Chen, S. C. Cheun...