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CORR
2010
Springer
116views Education» more  CORR 2010»
15 years 7 months ago
Adaptive Bound Optimization for Online Convex Optimization
We introduce a new online convex optimization algorithm that adaptively chooses its regularization function based on the loss functions observed so far. This is in contrast to pre...
H. Brendan McMahan, Matthew J. Streeter
CORR
2010
Springer
122views Education» more  CORR 2010»
15 years 7 months ago
Specifying Reusable Components
Reusable software components need well-defined interfaces, rigorously and completely documented features, and a design amenable both to reuse and to formal verification; all these...
Nadia Polikarpova, Carlo A. Furia, Bertrand Meyer
CORR
2008
Springer
114views Education» more  CORR 2008»
15 years 6 months ago
Network-based consensus averaging with general noisy channels
This paper focuses on the consensus averaging problem on graphs under general noisy channels. We study a particular class of distributed consensus algorithms based on damped updat...
Ram Rajagopal, Martin J. Wainwright
CORR
2008
Springer
107views Education» more  CORR 2008»
15 years 6 months ago
The Degree Distribution of Random k-Trees
A power law degree distribution is established for a graph evolution model based on the graph class of k-trees. This k-tree-based graph process can be viewed as an idealized model...
Yong Gao
DAM
2008
88views more  DAM 2008»
15 years 6 months ago
On the asymmetric representatives formulation for the vertex coloring problem
We consider the vertex coloring problem, which may be stated as the problem of minimizing the number of labels that can be assigned to the vertices of a graph G such that each ver...
Manoel B. Campêlo, Victor A. Campos, Ricardo...