Veranstaltungen

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23. – 27. August 2021 (Schloss Dagstuhl)
Workshop/Konferenz: Leibniz MMS Summer School
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Leibniz-Zentrum für Informatik, Schloss Dagstuhl

Abstrakt
Fundamental and advanced aspects of ML methods are presented with the aim to enable the participants to apply such methods to their specific research problems. The topics that will be discussed include kernel methods and Gaussian processes, stochastic and robust optimization, deep Neural Networks. In addition to daily lectures, the participants will get the opportunity to become familiar with the presented methods in accompanying practical lab sessions.

Veranstalter
WIAS Berlin
Mittwoch, 15.09.2021, 11:30 Uhr (Online Event)
Seminar Interacting Random Systems
Alexander Zass, WIAS Berlin:
Gibbs point processes on path space: existence, cluster expansion and uniqueness (online talk)
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Online Event

Abstrakt
In this talk we present a class of infinite-dimensional diffusions under Gibbsian interactions, viewed in the context of marked point configurations: the starting points belong to R^d, and the marks are the paths of Langevin diffusions. We use the entropy method to prove existence of an infinite-volume Gibbs point process and use cluster expansion tools to provide an explicit activity domain in which uniqueness holds.

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Seminar Interacting Random Systems (Online Event)

Veranstalter
WIAS Berlin