This book constitutes the refereed proceedings of the 4th
International Symposium on Stochastic Algorithms: Foundations and
Applications, SAGA 2007. The nine revised full papers and five
invited papers presented were carefully selected for inclusion in
the book. The contributed papers included in this volume cover both
theoretical as well as applied aspects of stochastic computations
with a special focus on investigating the power of randomization in
algorithmics.
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