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DT
2000
61views more  DT 2000»
13 years 9 months ago
Dependable Computing and Online Testing in Adaptive and Configurable Systems
Nirmal R. Saxena, Santiago Fernández-Gomez,...
LION
2010
Springer
190views Optimization» more  LION 2010»
14 years 1 months ago
Algorithm Selection as a Bandit Problem with Unbounded Losses
Abstract. Algorithm selection is typically based on models of algorithm performance learned during a separate offline training sequence, which can be prohibitively expensive. In r...
Matteo Gagliolo, Jürgen Schmidhuber
CORR
2010
Springer
91views Education» more  CORR 2010»
13 years 4 months ago
Switching between Hidden Markov Models using Fixed Share
In prediction with expert advice the goal is to design online prediction algorithms that achieve small regret (additional loss on the whole data) compared to a reference scheme. I...
Wouter M. Koolen, Tim van Erven