Virtual Vector Machine for Bayesian Online Classification

Preprint English OPEN
Minka, Thomas P. ; Xiang, Rongjing ; Yuan ; Qi (2012)
  • Subject: Computer Science - Learning | Statistics - Machine Learning

In a typical online learning scenario, a learner is required to process a large data stream using a small memory buffer. Such a requirement is usually in conflict with a learner's primary pursuit of prediction accuracy. To address this dilemma, we introduce a novel Baye... View more
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