Meetings/Workshops on Probability and Statistics, Game Theory in Switzerland

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1
Statistics for Topological and Discrete Data
25 May 2020 - 29 May 2020 • Lausanne, Switzerland
Organizer:
Bernoulli Center (CIB)
Abstract:
Topological and discrete data such as trees and networks constitute strongly non-Euclidean structures, often beyond the reach of traditional statistical tools. Their analysis is often challenged by computational tractability, as natural constraints such as permutation invariance are computationally hard to implement. Still, such data can be often transposed into more familiar contexts, whether by transformation, asymptotic arguments, or replicated observations. This workshop will explore both modelling and processing of discrete structures, also drawing in areas such as signal processing on graphs and nonparametrics.
Topics:
Part of the Semester : Functional Data Analysis
Event listing ID:
1214123
2
Geometrical Statistics and Functional Data
22 Jun 2020 - 26 Jun 2020 • Lausanne, Switzerland
Organizer:
Bernoulli Center (CIB)
Abstract:
Important classes of functional data, such as random measures and random operators, are intrinsically constrained and need to be represented as elements of suitable non-Euclidean spaces, such as Hilbert manifolds. The interplay between the infinite dimensionality of their variation and the non-linearity of their representation space poses novel challenges for statistics, at the interface of several domains, such as shape analysis, stochastic geometry, manifold learning, and functional data analysis. This workshop will bring together experts from these fields to explore these novel challenges and future perspectives.
Topics:
Part of the Semester : Functional Data Analysis
Event listing ID:
1214188


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Last updated: 01 April 2019