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EUROCOLT
1999
Springer
15 years 6 months ago
Query by Committee, Linear Separation and Random Walks
Abstract. Recent works have shown the advantage of using Active Learning methods, such as the Query by Committee (QBC) algorithm, to various learning problems. This class of Algori...
Ran Bachrach, Shai Fine, Eli Shamir
STOC
2009
ACM
106views Algorithms» more  STOC 2009»
16 years 2 months ago
Random graphs and the parity quantifier
The classical zero-one law for first-order logic on random graphs says that for every first-order property in the theory of graphs and every p (0, 1), the probability that the r...
Phokion G. Kolaitis, Swastik Kopparty
WAW
2007
Springer
162views Algorithms» more  WAW 2007»
15 years 8 months ago
Random Dot Product Graph Models for Social Networks
Inspired by the recent interest in combining geometry with random graph models, we explore in this paper two generalizations of the random dot product graph model proposed by Kraet...
Stephen J. Young, Edward R. Scheinerman
CSR
2007
Springer
15 years 5 months ago
On Empirical Meaning of Randomness with Respect to a Real Parameter
We study the empirical meaning of randomness with respect to a family of probability distributions P, where is a real parameter, using algorithmic randomness theory. In the case w...
Vladimir V. V'yugin
ESA
2008
Springer
114views Algorithms» more  ESA 2008»
15 years 3 months ago
The Effects of Local Randomness in the Adversarial Queueing Model
Abstract. We study the effect of randomness in the adversarial queueing model. All proofs of instability for deterministic queueing strategies exploit a finespun strategy of insert...
Yann Lorion, Maik Weinard