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1
Detection, Estimation, and Reconstruction in Networks
21 Apr 2025 - 25 Apr 2025 • Berkeley, California, United States
Organizer:
Simons Laufer Mathematical Sciences Institute (SLMath)
Abstract:
In a growing number of applications, one needs to analyze and interpret data coming from massive networks. The statistical problems arising from such applications lead to important mathematical challenges: building novel probabilistic models, understanding the possibilities and limitations for statistical detection and inference, designing efficient algorithms, and understanding the inherent limitations of fast algorithms. The workshop will bring together leading researchers in combinatorial statistics, machine learning, and random graphs in the hope of cross-fertilization of ideas.
Topics:
combinatorial statistics, random graphs, network inference, network reconstruction, detection, estimation
Event listing ID:
1571375
Related subject(s):
Scientific Computing and Data Science,    Graph Theory and Combinatorics
Event website:
https://www.slmath.org/workshops/1098


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Last updated: 24 August 2023