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» Investigating human-computer optimization
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93
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CORR
2010
Springer
61views Education» more  CORR 2010»
15 years 3 months ago
An Improved DC Recovery Method from AC Coefficients of DCT-Transformed Images
Motivated by the work of Uehara et al. [1], an improved method to recover DC coefficients from AC coefficients of DCT-transformed images is investigated in this work, which finds ...
Shujun Li, Junaid Jameel Ahmad, Dietmar Saupe, C.-...
124
Voted
CORR
2010
Springer
111views Education» more  CORR 2010»
15 years 3 months ago
Coordination and Bargaining over the Gaussian Interference Channel
This work considers coordination and bargaining between two selfish users over a Gaussian interference channel using game theory. The usual information theoretic approach assumes f...
Xi Liu, Elza Erkip
136
Voted
CORR
2010
Springer
76views Education» more  CORR 2010»
15 years 3 months ago
Queue Length Asymptotics for Generalized Max-Weight Scheduling in the presence of Heavy-Tailed Traffic
We investigate the asymptotic behavior of the steady-state queue length distribution under generalized maxweight scheduling in the presence of heavy-tailed traffic. We consider a s...
Krishna P. Jagannathan, Mihalis Markakis, Eytan Mo...
108
Voted
CORR
2010
Springer
70views Education» more  CORR 2010»
15 years 3 months ago
Structured sparsity-inducing norms through submodular functions
Sparse methods for supervised learning aim at finding good linear predictors from as few variables as possible, i.e., with small cardinality of their supports. This combinatorial ...
Francis Bach
104
Voted
CORR
2008
Springer
118views Education» more  CORR 2008»
15 years 3 months ago
Learning Low-Density Separators
Abstract. We define a novel, basic, unsupervised learning problem learning the the lowest density homogeneous hyperplane separator of an unknown probability distribution. This task...
Shai Ben-David, Tyler Lu, Dávid Pál,...