Operadic GPAV: Topologically-Aware Isotonic Regression on Large-Scale Networks
Jonathan Toledo Toledo (INFOTEC Centro de Investigación e Innovación en Tecnologías de la Información y Comunicación)
| Fri Jun 26, 06:00-07:00 (3 weeks from now) | |
Abstract: This talk presents OGPAV, a new algorithm for isotonic regression on partially ordered sets that exploits topological structure and operadic decompositions to reduce computational complexity in large-scale problems.
data structures and algorithmsmachine learningcategory theory
Audience: learners
Tropical mathematics and machine learning
Series comments: Tropical mathematics, machine learning, category theory and anything tech+math are welcome.
| Organizer: | Eric Dolores-Cuenca* |
| *contact for this listing |
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