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118
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JMLR
2008
137views more  JMLR 2008»
15 years 18 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
84
Voted
TARK
2007
Springer
15 years 6 months ago
Learning, regret minimization and option pricing
We relate regret minimization to various online learning tasks, and most notable option pricing.
Yishay Mansour
EMNLP
2007
15 years 2 months ago
Online Learning for Deterministic Dependency Parsing
Deterministic parsing has emerged as an effective alternative for complex parsing algorithms which search the entire search space to get the best probable parse tree. In this pape...
Prashanth Mannem
89
Voted
JASIS
2008
94views more  JASIS 2008»
15 years 18 days ago
Eye tracking and online search: Lessons learned and challenges ahead
esult abstracts viewed and those clicked on, and whether gender, search task, or search engine influence these behaviors. In addition, we discuss a key challenge that arose in all ...
Lori Lorigo, Maya Haridasan, Hrönn Brynjarsd&...
ICASSP
2011
IEEE
14 years 4 months ago
Online learning with minority class resampling
This paper considers using online binary classification for target detection where the goal is to identify signals of interest within a sequence of received signals generated by ...
Michael J. Pekala, Ashley J. Llorens