[Turkmath:6270] Seçkin Seminerler: 6 Aralık 2023

[Türk Matematik Derneği]

Sayın Liste Üyeleri,

Aralık ayının seçkin semineri 6 Aralık 2023 Çarşamba günü saat 18.00'de 
yapılacaktır. Konuşmanın ayrıntıları aşağıdadır, Zoom linki konuşmadan 
birkaç gün önce gönderilecektir. İlgilenen herkesi bekleriz.

Konuşmacı: Ingrid Daubechies (Duke University)

Başlık: Old-fashioned Machine Learning: Using Diffusion Methods to Learn 
Underlying Structure

Özet: Many datasets consist of complex items that can be reasonably 
surmised to lie on a manifold of much lower dimension than the number of 
parameters or coordinates with which the individual items are acquired.

Manifold diffusion is an established method, used successfully to 
parametrize such datasets much more succinctly. The talk describes an 
enhancement of this method: when each individual item is itself a 
complex object, as is the case in many applications, one can model the 
collection as a fiber bundle, and build a fiber bundle diffusion 
operator from which one can gradually learn properties of the underlying 
base manifold. This will be illustrated with applications to 
morphological evolutionary studies in biology.

Poster: 
https://tmd.org.tr/wp-content/uploads/2023/09/ColloquiumARALIK-2023poster_page-0001-1.jpg

Linkler: 
https://tmd.org.tr/tms-distinguished-colloquium-series-ingrid-daubechies/
https://tmd.org.tr/tms-distinguished-colloquium-series/
https://tmd.org.tr/tmd-seckin-seminerleri/
https://researchseminars.org/seminar/TMScolloquium


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