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» Problem dependent optimization (PDO)
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SDM
2007
SIAM
167views Data Mining» more  SDM 2007»
15 years 7 months ago
Bandits for Taxonomies: A Model-based Approach
We consider a novel problem of learning an optimal matching, in an online fashion, between two feature spaces that are organized as taxonomies. We formulate this as a multi-armed ...
Sandeep Pandey, Deepak Agarwal, Deepayan Chakrabar...
ICMCS
2005
IEEE
97views Multimedia» more  ICMCS 2005»
16 years 2 days ago
Playback Delay Optimization in Scalable Video Streaming
This paper addresses the problem of optimizing the playback delay experienced by a population of heterogeneous clients, in video streaming applications. We consider a typical broa...
Jean-Paul Wagner, Pascal Frossard
ISMVL
2010
IEEE
158views Hardware» more  ISMVL 2010»
15 years 10 months ago
An Evolutionary Algorithm for Optimization of Pseudo Kronecker Expressions
—Using EXOR gates in logic synthesis often results in smaller circuit realizations. While in AND/OR synthesis the problem definition is clear, in AND/EXOR synthesis several clas...
Alexander Finder, Rolf Drechsler
COLT
2008
Springer
15 years 8 months ago
High-Probability Regret Bounds for Bandit Online Linear Optimization
We present a modification of the algorithm of Dani et al. [8] for the online linear optimization problem in the bandit setting, which with high probability has regret at most O ( ...
Peter L. Bartlett, Varsha Dani, Thomas P. Hayes, S...
DCC
2008
IEEE
16 years 6 months ago
An Estimation-Theoretic Interpretation of Video Rate Distortion Optimization with Lagrangian Formulation
Rate distortion optimization with Lagrangian formulation is widely used in video encoder control and has proved effective in achieving a good trade-off between coding efficiency a...
Zhen Li, Alexis Michael Tourapis