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Problems in network archaeology: root finding and broadcasting

Vrijeme: 19.1.2023
17:30
Predavaonica: 004
Predavač: Gábor Lugosi, Department of Economics, UPF, Spain
Naziv: Problems in network archaeology: root finding and broadcasting
Opis:

Abstract:
Networks are often naturally modeled by random processes in
which nodes of the network are added one-by-one, according to some
random rule. Uniform and preferential attachment trees are among the
simplest examples of such dynamically growing networks. The
statistical problems we address in this talk regard discovering the
past of the network when a present-day snapshot is observed. We
present a few results that show that, even in gigantic networks, a lot of
information is preserved from the very early days. In particular, we
discuss the problem of finding the root and the broadcasting problem.

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