Oberseminar Mathematics of Artificial Intelligence
"Random Matrices, Intrinsic Freeness, and Sharp Non-Asymptotic Inequalities"Oberseminar Mathematics of Artificial Intelligence
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Europe/Berlin
Endenicher Allee 60/1-016 - Lipschitzsaal (Mathezentrum)
Endenicher Allee 60/1-016 - Lipschitzsaal
Mathezentrum
90
Description
Random matrix theory has played a major role in several areas of pure and applied mathematics, as well as statistics, physics, computer science, and Machine Learning. This lecture aims to describe the intrinsic freeness phenomenon and how it provides new easy-to-use sharp non-asymptotic bounds on the spectrum of general random matrices.
Organized by
Alexander Effland, Illia Karabash, and Floris van Doorn, jointly with Anton Bovier