Parallel & scalable zig-zag persistent homology
2012 (English)Conference paper, Poster (Refereed)
By computing repeated pullbacks, we are able to compute zig-zag persistent homology in a way that easily parallelizes. In this paper, we demonstrate this algorithm together with its underlying mathematical foundation. We can parallelizeand scale the computation scheme.
Place, publisher, year, edition, pages
IdentifiersURN: urn:nbn:se:kth:diva-107663OAI: oai:DiVA.org:kth-107663DiVA: diva2:576994
NIPS 2012 Workshop on Algebraic Topology and Machine Learning,December 7-8, 2012,Lake Tahoe, Nevada, United States
FunderEU, FP7, Seventh Framework Programme, FP7-ICT-318493-STREP
QC 201301162013-01-162012-12-142013-01-16Bibliographically approved