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182
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CORR
2012
Springer
192views Education» more  CORR 2012»
14 years 3 months ago
The best of both worlds: stochastic and adversarial bandits
We present a bandit algorithm, SAO (Stochastic and Adversarial Optimal), whose regret is, essentially, optimal both for adversarial rewards and for stochastic rewards. Specifical...
Sébastien Bubeck, Aleksandrs Slivkins
252
Voted
JMLR
2012
13 years 9 months ago
Detecting Network Cliques with Radon Basis Pursuit
In this paper, we propose a novel formulation of the network clique detection problem by introducing a general network data representation framework. We show connections between o...
Xiaoye Jiang, Yuan Yao, Han Liu, Leonidas J. Guiba...
CVPR
2012
IEEE
13 years 9 months ago
Multitarget data association with higher-order motion models
We present an iterative approximate solution to the multidimensional assignment problem under general cost functions. The method maintains a feasible solution at every step, and i...
Robert T. Collins
265
Voted
ICCV
2009
IEEE
1103views Computer Vision» more  ICCV 2009»
16 years 11 months ago
Piecewise-Consistent Color Mappings of Images Acquired Under Various Conditions
Many applications in computer vision require comparisons between two images of the same scene. Comparison applications usually assume that corresponding regions in the two image...
S. Kagarlitsky, Y. Moses, and Y. Hel-Or
167
Voted
CVPR
2004
IEEE
16 years 9 months ago
Stereo Correspondence with Slanted Surfaces: Critical Implications of Horizontal Slant
We examine the stereo correspondence problem in the presence of slanted scene surfaces. In particular, we highlight a previously overlooked geometric fact: a horizontally slanted ...
Abhijit S. Ogale, Yiannis Aloimonos