13/03/2023
Dyrekcja Instytutu Informatyki oraz organizatorzy seminarium serdecznie zapraszają pracowników i studentów na wspólne seminarium Instytutu Informatyki i Wydziału Matematyki pt.:
Topological methods in data analysis
Seminarium odbędzie się 16.III.2023r. o godz. 13:15 w sali 2008 (ul. Konstantego Ciołkowskiego 1M).
Referat wygłosi prof. Paweł Dłotko z Instytutu Matematycznego PAN.
Streszczenie:
Recent years have brought a considerable development in applications of topological methods to data analysis. In this talk I will show two examples of this trend; Firstly I will present the family of data visualization algorithms called 'mappers', explain their principles and show a number of use cases. Secondly, I will present a new topological approach to the task of hypothesis testing and show how in certain cases they outperform the state of the art methods in statistics. I will finish the presentation with a short discussion of potential joint projects.