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COLT
2008
Springer
15 years 6 months ago
Adapting to a Changing Environment: the Brownian Restless Bandits
In the multi-armed bandit (MAB) problem there are k distributions associated with the rewards of playing each of k strategies (slot machine arms). The reward distributions are ini...
Aleksandrs Slivkins, Eli Upfal
ICIP
2003
IEEE
16 years 6 months ago
Robust tracking of cyclic nonrigid motion
Cyclic motion underlies several human activities including exercising,running, and walking. Accurate tracking of such motion in video data helps in developing computer-aided appli...
Cheng Chang, Rashid Ansari, Ashfaq A. Khokhar
ICML
2009
IEEE
16 years 5 months ago
Efficient learning algorithms for changing environments
We study online learning in an oblivious changing environment. The standard measure of regret bounds the difference between the cost of the online learner and the best decision in...
Elad Hazan, C. Seshadhri
ICSE
2005
IEEE-ACM
16 years 4 months ago
Towards aspect weaving applications
Software must be adapted to accommodate new features in the context of changing requirements. In this paper, we illustrate how applications with aspect weaving capabilities can be...
Carine Courbis, Anthony Finkelstein
HIPEAC
2010
Springer
16 years 1 months ago
Low-Overhead, High-Speed Multi-core Barrier Synchronization
Whereas efficient barrier implementations were once a concern only in high-performance computing, recent trends in core integration make the topic relevant even for general-purpos...
John Sartori, Rakesh Kumar