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INFOCOM
2010
IEEE
15 years 5 days ago
Evaluating Potential Routing Diversity for Internet Failure Recovery
—As the Internet becomes a critical infrastructure component of our global information-based society, any interruption to its availability can have significant economical and so...
Chengchen Hu, Kai Chen, Yan Chen, Bin Liu
SAC
2008
ACM
15 years 5 days ago
Strangeness-based feature weighting and classification of gene expression profiles
Achieving high classification accuracy is a major challenge in the diagnosis of cancer types based on gene expression profiles. These profiles are notoriously noisy in that a larg...
Haifeng Shao, Bei Yu, Joseph H. Nadeau
COLT
2010
Springer
14 years 11 months ago
Following the Flattened Leader
We analyze the regret, measured in terms of log loss, of the maximum likelihood (ML) sequential prediction strategy. This "follow the leader" strategy also defines one o...
Wojciech Kotlowski, Peter Grünwald, Steven de...
CORR
2011
Springer
148views Education» more  CORR 2011»
14 years 8 months ago
On Stabilization in Herman's Algorithm
Herman’s algorithm is a synchronous randomized protocol for achieving self-stabilization in a token ring consisting of N processes. The interaction of tokens makes the dynamics o...
Stefan Kiefer, Andrzej S. Murawski, Joël Ouak...
190
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SIAMIS
2011
14 years 8 months ago
Gradient-Based Methods for Sparse Recovery
The convergence rate is analyzed for the sparse reconstruction by separable approximation (SpaRSA) algorithm for minimizing a sum f(x) + ψ(x), where f is smooth and ψ is convex, ...
William W. Hager, Dzung T. Phan, Hongchao Zhang