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Some applications of topology to the analysis of data
Jueves 07 Marzo 2019, 04:00pm
Accesos : 348
Contacto Alfredo Nájera

Coloquio Oaxaqueño

Expositor: José A. Perea

Procedencia: Michigan State University

Abstract: Many problems in modern data science can be phrased as topological questions: e.g., clustering is akin to finding the connected components of a space, and regression/classification can be thought of as learning maps between structured spaces. I will describe in this talk how tools from algebraic topology  can be leveraged for the analysis of complex data sets. Several illustrative examples will be provided, including applications to computer vision, machine learning and computational biology.

Localización Aula de seminarios IM unidad Oaxaca
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