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COLT
2000
Springer
13 years 12 months ago
Average-Case Complexity of Learning Polynomials
The present paper deals with the averagecase complexity of various algorithms for learning univariate polynomials. For this purpose an appropriate framework is introduced. Based o...
Frank Stephan, Thomas Zeugmann
SODA
2008
ACM
135views Algorithms» more  SODA 2008»
13 years 9 months ago
Rapid mixing of Gibbs sampling on graphs that are sparse on average
Gibbs sampling also known as Glauber dynamics is a popular technique for sampling high dimensional distributions defined on graphs. Of special interest is the behavior of Gibbs sa...
Elchanan Mossel, Allan Sly
AAAI
2006
13 years 9 months ago
A New Approach to Estimating the Expected First Hitting Time of Evolutionary Algorithms
The expected first hitting time is an important issue in theoretical analyses of evolutionary algorithms since it implies the average computational time complexity. In this paper,...
Yang Yu, Zhi-Hua Zhou
INFOCOM
2009
IEEE
14 years 2 months ago
Minimizing Average Finish Time in P2P Networks
—Peer-to-peer (P2P) file distribution is a scalable way to disseminate content to a wide audience. For a P2P network, one fundamental performance metric is the average time need...
G. Matthew Ezovski, Ao Tang, Lachlan L. H. Andrew
ICS
1989
Tsinghua U.
13 years 11 months ago
Convergence rate and termination of asynchronous iterative algorithms
We consider iterative algorithms of the form z := f(z), executed by a parallel or distributed computing system. We focus on asynchronous implementations whereby each processor ite...
Dimitri P. Bertsekas, John N. Tsitsiklis