Title	Statistical modeling using topological summaries
Creator	Mukherjee, Sayan
Publisher	Banff International Research Station for Mathematical Innovation and Discovery
Date Issued	2018-08-06T11:02
Description	I will discuss how topological summaries can be used to model various shapes as well as other high-dimensional data. I will talk about geometric and statistical properties of the space of summaries and how these summaries are the result of various filtrations. I will then discuss why multi-parameter persistence would be a very nice tool for these problems. The first half of the talk will be a review and I will focus on some of my research in the second half.
Extent	50.0
Subject	Mathematics; Algebraic topology; Statistics
Type	Moving Image
File Format	video/mp4
Language	eng
Notes	Author affiliation: Duke University
Series	BIRS Workshop Lecture Videos (Oaxaca de Juárez (Mexico))
Date Available	2019-03-24
Provider	Vancouver : University of British Columbia Library
Rights	Attribution-NonCommercial-NoDerivatives 4.0 International
DOI	10.14288/1.0377391
URI	http://hdl.handle.net/2429/69149
Affiliation	Non UBC
Peer Review Status	Unreviewed
Scholarly Level	Faculty
Rights URI	http://creativecommons.org/licenses/by-nc-nd/4.0/
Aggregated Source Repository	DSpace

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